From 893248c61cda8f7ccfa2dfcec950e0c5332d1acc Mon Sep 17 00:00:00 2001 From: Kirk Marple Date: Wed, 3 Sep 2025 22:48:47 -0700 Subject: [PATCH 01/25] Add Zine MCP server to the list of official integrations in README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index eb7aedf42c..4ddc0df178 100644 --- a/README.md +++ b/README.md @@ -459,6 +459,7 @@ Official integrations are maintained by companies building production ready MCP - Yunxin Logo **[Yunxin](https://github.com/netease-im/yunxin-mcp-server)** - An MCP server that connects to Yunxin's IM/RTC/DATA Open-API - Zapier Logo **[Zapier](https://zapier.com/mcp)** - Connect your AI Agents to 8,000 apps instantly. - **[ZenML](https://github.com/zenml-io/mcp-zenml)** - Interact with your MLOps and LLMOps pipelines through your [ZenML](https://www.zenml.io) MCP server +- Zine Logo **[Zine](https://www.zine.ai)** - Your memory, everywhere AI goes. Think iPhoto for your knowledge - upload and curate. Like ChatGPT but portable - context that travels with you. - ZIZAI Logo **[ZIZAI Recruitment](https://github.com/zaiwork/mcp)** - Interact with the next-generation intelligent recruitment platform for employees and employers, powered by [ZIZAI Recruitment](https://zizai.work). ### 🌎 Community Servers From 18577e7022fff14f914040d109cd5960e87194b8 Mon Sep 17 00:00:00 2001 From: tanveer-farooq <113421276+tanveer-farooq@users.noreply.github.com> Date: Fri, 5 Sep 2025 17:55:52 +0530 Subject: [PATCH 02/25] Update README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index eb7aedf42c..6e6f2ddbf5 100644 --- a/README.md +++ b/README.md @@ -227,6 +227,7 @@ Official integrations are maintained by companies building production ready MCP - Hunter Logo **[Hunter](https://github.com/hunter-io/hunter-mcp)** - Interact with the [Hunter API](https://hunter.io) to get B2B data using natural language. - Hyperbolic Labs Logo **[Hyperbolic](https://github.com/HyperbolicLabs/hyperbolic-mcp)** - Interact with Hyperbolic's GPU cloud, enabling agents and LLMs to view and rent available GPUs, SSH into them, and run GPU-powered workloads for you. - Hyperbrowsers23 Logo **[Hyperbrowser](https://github.com/hyperbrowserai/mcp)** - [Hyperbrowser](https://www.hyperbrowser.ai/) is the next-generation platform empowering AI agents and enabling effortless, scalable browser automation. +- hyperexecute **[HyperExecute](https://www.lambdatest.com/mcp)** - [HyperExecute](https://www.lambdatest.com/hyperexecute) MCP Server is an AI-native test orchestration platform that dramatically simplifies and accelerates your automated testing workflow. - **[IBM wxflows](https://github.com/IBM/wxflows/tree/main/examples/mcp/javascript)** - Tool platform by IBM to build, test and deploy tools for any data source - Inbox Zero Logo **[Inbox Zero](https://github.com/elie222/inbox-zero/tree/main/apps/mcp-server)** - AI personal assistant for email [Inbox Zero](https://www.getinboxzero.com) - Inflectra Logo **[Inflectra Spira](https://github.com/Inflectra/mcp-server-spira)** - Connect to your instance of the SpiraTest, SpiraTeam or SpiraPlan application lifecycle management platform by [Inflectra](https://www.inflectra.com) From a076078bb90dc0d594d2f3c6af33bcf7244fcfe0 Mon Sep 17 00:00:00 2001 From: Joshua Grippo Date: Mon, 8 Sep 2025 12:38:25 -0500 Subject: [PATCH 03/25] Add Backdocket MCP server information to README --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index eb7aedf42c..c3aacad923 100644 --- a/README.md +++ b/README.md @@ -100,6 +100,7 @@ Official integrations are maintained by companies building production ready MCP - Axiom Logo **[Axiom](https://github.com/axiomhq/mcp-server-axiom)** - Query and analyze your Axiom logs, traces, and all other event data in natural language - Microsoft Azure Logo **[Azure](https://github.com/Azure/azure-mcp)** - The Azure MCP Server gives MCP Clients access to key Azure services and tools like Azure Storage, Cosmos DB, the Azure CLI, and more. - Microsoft Azure DevOps Logo **[Azure DevOps](https://github.com/microsoft/azure-devops-mcp)** - Interact with Azure DevOps services like repositories, work items, builds, releases, test plans, and code search. +- Backdocket Logo **[Backdocket](https://ai.backdocket.com/mcp)** - Search, Retrieve, and Update your backdocket data. This currently includes Claims, Matters, Contacts, Tasks and Advanced Searches. - Baidu Map Logo **[Baidu Map](https://github.com/baidu-maps/mcp)** - [Baidu Map MCP Server](https://lbsyun.baidu.com/faq/api?title=mcpserver/base) provides tools for AI agents to interact with Baidu Maps APIs, enabling location-based services and geospatial data analysis. - Bankless Logo **[Bankless Onchain](https://github.com/bankless/onchain-mcp)** - Query Onchain data, like ERC20 tokens, transaction history, smart contract state. - Baserow Logo **[Baserow](https://gitlab.com/baserow/baserow/-/tree/develop/backend/src/baserow/api/mcp)** - Query data from Baserow self-hosted or SaaS databases using MCP integration. From 7f45f7779e39ece2b0507259a667a9f11eb2b7f0 Mon Sep 17 00:00:00 2001 From: tanveer-farooq <113421276+tanveer-farooq@users.noreply.github.com> Date: Tue, 9 Sep 2025 14:51:31 +0530 Subject: [PATCH 04/25] Update README.md MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit - Updated name from "HyperExecute MCP Server" to "LambdaTest MCP Server" as part of unification. - Adjusted row order in README to follow the repo’s name sequence convention. - No functional/code changes, only documentation alignment --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 6e6f2ddbf5..c6b65f3a13 100644 --- a/README.md +++ b/README.md @@ -227,7 +227,6 @@ Official integrations are maintained by companies building production ready MCP - Hunter Logo **[Hunter](https://github.com/hunter-io/hunter-mcp)** - Interact with the [Hunter API](https://hunter.io) to get B2B data using natural language. - Hyperbolic Labs Logo **[Hyperbolic](https://github.com/HyperbolicLabs/hyperbolic-mcp)** - Interact with Hyperbolic's GPU cloud, enabling agents and LLMs to view and rent available GPUs, SSH into them, and run GPU-powered workloads for you. - Hyperbrowsers23 Logo **[Hyperbrowser](https://github.com/hyperbrowserai/mcp)** - [Hyperbrowser](https://www.hyperbrowser.ai/) is the next-generation platform empowering AI agents and enabling effortless, scalable browser automation. -- hyperexecute **[HyperExecute](https://www.lambdatest.com/mcp)** - [HyperExecute](https://www.lambdatest.com/hyperexecute) MCP Server is an AI-native test orchestration platform that dramatically simplifies and accelerates your automated testing workflow. - **[IBM wxflows](https://github.com/IBM/wxflows/tree/main/examples/mcp/javascript)** - Tool platform by IBM to build, test and deploy tools for any data source - Inbox Zero Logo **[Inbox Zero](https://github.com/elie222/inbox-zero/tree/main/apps/mcp-server)** - AI personal assistant for email [Inbox Zero](https://www.getinboxzero.com) - Inflectra Logo **[Inflectra Spira](https://github.com/Inflectra/mcp-server-spira)** - Connect to your instance of the SpiraTest, SpiraTeam or SpiraPlan application lifecycle management platform by [Inflectra](https://www.inflectra.com) @@ -255,6 +254,7 @@ Official integrations are maintained by companies building production ready MCP - KWDB Logo **[KWDB](https://github.com/KWDB/kwdb-mcp-server)** - Reading, writing, querying, modifying data, and performing DDL operations with data in your KWDB Database. - Label Studio Logo **[Label Studio](https://github.com/HumanSignal/label-studio-mcp-server)** - Open Source data labeling platform. - Lambda Capture **[Lambda Capture](https://github.com/lambda-capture/mcp-server)** - Macroeconomic Forecasts & Semantic Context from Federal Reserve, Bank of England, ECB. +- LambdaTest MCP server **[LambdaTest MCP server](https://www.lambdatest.com/mcp)** - LambdaTest MCP Servers ranging from Accessibility, SmartUI, Automation, and HyperExecute allows you to connect AI assistants with your testing workflow, streamlining setup, analyzing failures, and generating fixes to speed up testing and improve efficiency. - Langfuse Logo **[Langfuse Prompt Management](https://github.com/langfuse/mcp-server-langfuse)** - Open-source tool for collaborative editing, versioning, evaluating, and releasing prompts. - Lara Translate Logo **[Lara Translate](https://github.com/translated/lara-mcp)** - MCP Server for Lara Translate API, enabling powerful translation capabilities with support for language detection and context-aware translations. - Last9 Logo **[Last9](https://github.com/last9/last9-mcp-server)** - Seamlessly bring real-time production context—logs, metrics, and traces—into your local environment to auto-fix code faster. From 24de7f75611e64b8d01b9c70f48a712e9495e058 Mon Sep 17 00:00:00 2001 From: shinpr Date: Fri, 12 Sep 2025 10:39:42 +0900 Subject: [PATCH 05/25] Add Intelligent Image Generator to Community Servers Adds mcp-image server that turns casual prompts into professional-quality images with AI enhancement --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index b43f9af82e..e32f720409 100644 --- a/README.md +++ b/README.md @@ -776,6 +776,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[IMAP MCP](https://github.com/dominik1001/imap-mcp)** - 📧 An IMAP Model Context Protocol (MCP) server to expose IMAP operations as tools for AI assistants. - **[iMCP](https://github.com/loopwork-ai/iMCP)** - A macOS app that provides an MCP server for your iMessage, Reminders, and other Apple services. - **[InfluxDB](https://github.com/idoru/influxdb-mcp-server)** - Run queries against InfluxDB OSS API v2. +- **[Intelligent Image Generator](https://github.com/shinpr/mcp-image)** - Turn casual prompts into professional-quality images with AI enhancement - **[Inner Monologue MCP](https://github.com/abhinav-mangla/inner-monologue-mcp)** - A cognitive reasoning tool that enables LLMs to engage in private, structured self-reflection and multi-step reasoning before generating responses, improving response quality and problem-solving capabilities. - **[Inoyu](https://github.com/sergehuber/inoyu-mcp-unomi-server)** - Interact with an Apache Unomi CDP customer data platform to retrieve and update customer profiles - **[Instagram DM](https://github.com/trypeggy/instagram_dm_mcp)** - Send DMs on Instagram via your LLM From ec7eaadfcd2dcc078ab502ea4dbce0d20637970c Mon Sep 17 00:00:00 2001 From: Stefano Amorelli Date: Sun, 14 Sep 2025 14:14:02 +0300 Subject: [PATCH 06/25] feat(readme): add Storybook MCP server to community servers list --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index ae90632c8c..96d4c57054 100644 --- a/README.md +++ b/README.md @@ -1120,6 +1120,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Stellar](https://github.com/syronlabs/stellar-mcp/)** - This MCP server enables LLMs to interact with the Stellar blockchain to create accounts, check address balances, analyze transactions, view transaction history, mint new assets, interact with smart contracts and much more. - **[Stitch AI](https://github.com/StitchAI/stitch-ai-mcp/)** - Knowledge management system for AI agents with memory space creation and retrieval capabilities. - **[Stockfish](https://github.com/sonirico/mcp-stockfish)** - MCP server connecting AI systems to Stockfish chess engine +- **[Storybook](https://github.com/stefanoamorelli/storybook-mcp-server)** (by Stefano Amorelli) - Interact with Storybook component libraries, enabling component discovery, story management, prop inspection, and visual testing across different viewports. - **[Strava](https://github.com/r-huijts/strava-mcp)** - Connect to the Strava API to access activity data, athlete profiles, segments, and routes, enabling fitness tracking and analysis with Claude. - **[Strava API](https://github.com/tomekkorbak/strava-mcp-server)** - MCP server for Strava API to retrieve one's activities - **[Stripe](https://github.com/atharvagupta2003/mcp-stripe)** - This MCP allows integration with Stripe for handling payments, customers, and refunds. From fbaaf2786005b91b43855d9c14da62e24769919c Mon Sep 17 00:00:00 2001 From: Joshua Grippo Date: Mon, 15 Sep 2025 09:40:05 -0500 Subject: [PATCH 07/25] Revise Backdocket entry in README Updated Backdocket entry with new URL and removed redundant text. We now have the links to the backdocket website, the backdocket mcp server, and the backdocket mcp about page. --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index c3aacad923..9c3a4e2933 100644 --- a/README.md +++ b/README.md @@ -100,7 +100,7 @@ Official integrations are maintained by companies building production ready MCP - Axiom Logo **[Axiom](https://github.com/axiomhq/mcp-server-axiom)** - Query and analyze your Axiom logs, traces, and all other event data in natural language - Microsoft Azure Logo **[Azure](https://github.com/Azure/azure-mcp)** - The Azure MCP Server gives MCP Clients access to key Azure services and tools like Azure Storage, Cosmos DB, the Azure CLI, and more. - Microsoft Azure DevOps Logo **[Azure DevOps](https://github.com/microsoft/azure-devops-mcp)** - Interact with Azure DevOps services like repositories, work items, builds, releases, test plans, and code search. -- Backdocket Logo **[Backdocket](https://ai.backdocket.com/mcp)** - Search, Retrieve, and Update your backdocket data. This currently includes Claims, Matters, Contacts, Tasks and Advanced Searches. +- Backdocket Logo **[Backdocket](https://ai.backdocket.com)** - Search, Retrieve, and Update your **[Backdocket](https://backdocket.com)** data. This currently includes Claims, Matters, Contacts, Tasks and Advanced Searches. To easily use the Remote Mcp Server utilize the following url: **[https://ai.backdocket.com/mcp]([https://backdocket.com](https://ai.backdocket.com/mcp))** - Baidu Map Logo **[Baidu Map](https://github.com/baidu-maps/mcp)** - [Baidu Map MCP Server](https://lbsyun.baidu.com/faq/api?title=mcpserver/base) provides tools for AI agents to interact with Baidu Maps APIs, enabling location-based services and geospatial data analysis. - Bankless Logo **[Bankless Onchain](https://github.com/bankless/onchain-mcp)** - Query Onchain data, like ERC20 tokens, transaction history, smart contract state. - Baserow Logo **[Baserow](https://gitlab.com/baserow/baserow/-/tree/develop/backend/src/baserow/api/mcp)** - Query data from Baserow self-hosted or SaaS databases using MCP integration. From 491edc46f51bca134cb567c4b07e0379a0dee27a Mon Sep 17 00:00:00 2001 From: Cameron Rye Date: Mon, 15 Sep 2025 19:35:00 -0400 Subject: [PATCH 08/25] docs: add OpenZIM MCP server to community servers Add OpenZIM MCP server to the community servers list. OpenZIM MCP is a modern, secure, and high-performance MCP server that enables AI models to access and search ZIM format knowledge bases offline, supporting Wikipedia and other educational content archives. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 82e1479f86..00c531c5a1 100644 --- a/README.md +++ b/README.md @@ -1012,6 +1012,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[OpenStack](https://github.com/wangsqly0407/openstack-mcp-server)** - MCP server implementation that provides OpenStack interaction. - **[Open Targets](https://github.com/QuentinCody/open-targets-mcp-server)** - Unofficial MCP server for the Open Targets Platform, providing access to target-disease associations, drug discovery data, and therapeutic hypothesis generation for biomedical research. - **[OpenWeather](https://github.com/mschneider82/mcp-openweather)** - Interact with the free openweathermap API to get the current and forecast weather for a location. +- **[OpenZIM MCP](https://github.com/cameronrye/openzim-mcp)** - Modern, secure, and high-performance MCP server that enables AI models to access and search ZIM format knowledge bases offline, including Wikipedia and educational content archives. - **[Operative WebEvalAgent](https://github.com/Operative-Sh/web-eval-agent)** (by [Operative.sh](https://www.operative.sh)) - An MCP server to test, debug, and fix web applications autonomously. - **[OPNSense MCP](https://github.com/vespo92/OPNSenseMCP)** - MCP Server for OPNSense Firewall Management and API access - **[OpenAI GPT Image](https://github.com/SureScaleAI/openai-gpt-image-mcp)** - OpenAI GPT image generation/editing MCP server. From 76ec83f78d30de9aec0f0e77814a224b0a831357 Mon Sep 17 00:00:00 2001 From: massan Date: Tue, 9 Sep 2025 14:05:30 +0900 Subject: [PATCH 09/25] Add DocBase MCP Server to README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index eb7aedf42c..97abb7dc68 100644 --- a/README.md +++ b/README.md @@ -642,6 +642,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Discord](https://github.com/SaseQ/discord-mcp)** - An MCP server, which connects to Discord through a bot, and provides comprehensive integration with Discord. - **[Discord](https://github.com/Klavis-AI/klavis/tree/main/mcp_servers/discord)** - For Discord API integration by Klavis AI - **[Discourse](https://github.com/AshDevFr/discourse-mcp-server)** - An MCP server to search Discourse posts on a Discourse forum. +- **[DocBase](https://help.docbase.io/posts/3925317)** - Official MCP server for DocBase API integration, enabling post management, user collaboration, group administration, and more. - **[Docker](https://github.com/ckreiling/mcp-server-docker)** - Integrate with Docker to manage containers, images, volumes, and networks. - **[Docker](https://github.com/0xshariq/docker-mcp-server)** - Docker MCP Server provides advanced, unified Docker management via CLI and MCP workflows, supporting containers, images, volumes, networks, and orchestration. - **[Docs](https://github.com/da1z/docsmcp)** - Enable documentation access for the AI agent, supporting llms.txt and other remote or local files. From 81b71bcb5b62df66d451886da8f604bddb2deb29 Mon Sep 17 00:00:00 2001 From: Michael Shilman Date: Tue, 16 Sep 2025 22:32:02 -0700 Subject: [PATCH 10/25] Add Storybook entry to README --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 82e1479f86..ee1ab797cb 100644 --- a/README.md +++ b/README.md @@ -408,6 +408,7 @@ Official integrations are maintained by companies building production ready MCP - StackHawk Logo **[StackHawk](https://github.com/stackhawk/stackhawk-mcp)** - Use [StackHawk](https://www.stackhawk.com/) to test for and FIX security problems in your code or vibe coded app. - StarRocks Logo **[StarRocks](https://github.com/StarRocks/mcp-server-starrocks)** - Interact with [StarRocks](https://www.starrocks.io/) - Steadybit Logo **[Steadybit](https://github.com/steadybit/mcp)** - Interact with [Steadybit](https://www.steadybit.com/) +- Storybook Logo **[Storybook](https://github.com/storybookjs/addon-mcp)** - Interact with [Storybook](https://storybook.js.org/) to automate UI component testing and documentation - Stripe Logo **[Stripe](https://github.com/stripe/agent-toolkit)** - Interact with Stripe API - Sunra AI Logo **[Sunra AI](https://github.com/sunra-ai/sunra-clients/tree/main/mcp-server)** - Search for and run AI models on [Sunra.ai](https://sunra.ai). Discover models, create video, image, and 3D model content, track their status, and manage the generated media. - Supabase Logo **[Supabase](https://github.com/supabase-community/supabase-mcp)** - Interact with Supabase: Create tables, query data, deploy edge functions, and more. From 632604e6e7f21b98b1504d957dd150ab310b0136 Mon Sep 17 00:00:00 2001 From: "luming.jiao" Date: Wed, 17 Sep 2025 19:17:06 +0800 Subject: [PATCH 11/25] feat: add jenkins-mcp-server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 82e1479f86..cb61f9a03c 100644 --- a/README.md +++ b/README.md @@ -798,6 +798,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Java Decompiler](https://github.com/idachev/mcp-javadc)** - Decompile Java bytecode into readable source code from .class files, package names, or JAR archives using CFR decompiler - **[JavaFX](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jfx)** - Make drawings using a JavaFX canvas - **[JDBC](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jdbc)** - Connect to any JDBC-compatible database and query, insert, update, delete, and more. Supports MySQL, PostgreSQL, Oracle, SQL Server, SQLite and [more](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jdbc#supported-jdbc-variants). +- **[Jenkins](https://github.com/jasonkylelol/jenkins-mcp-server)** - This MCP server allow you to create Jenkins tasks. - **[JMeter](https://github.com/QAInsights/jmeter-mcp-server)** - Run load testing using Apache JMeter via MCP-compliant tools. - **[Job Searcher](https://github.com/0xDAEF0F/job-searchoor)** - A FastMCP server that provides tools for retrieving and filtering job listings based on time period, keywords, and remote work preferences. - **[jobswithgpt](https://github.com/jobswithgpt/mcp)** - Job search MCP using jobswithgpt which indexes 500K+ public job listings and refreshed continously. From 674623e310ce7d4cb96e0ec905fedfb203700e4a Mon Sep 17 00:00:00 2001 From: Ru Date: Thu, 18 Sep 2025 07:43:52 +0300 Subject: [PATCH 12/25] Add AltTester MCP to the list --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 82e1479f86..87fdafb8a8 100644 --- a/README.md +++ b/README.md @@ -76,6 +76,7 @@ Official integrations are maintained by companies building production ready MCP - AllVoiceLab Logo **[AllVoiceLab](https://www.allvoicelab.com/mcp)** - An AI voice toolkit with TTS, voice cloning, and video translation, now available as an MCP server for smarter agent integration. - Alpaca Logo **[Alpaca](https://github.com/alpacahq/alpaca-mcp-server)** – Alpaca's MCP server lets you trade stocks and options, analyze market data, and build strategies through [Alpaca's Trading API](https://alpaca.markets/) - AlphaVantage Logo **[AlphaVantage](https://mcp.alphavantage.co/)** - Connect to 100+ APIs for financial market data, including stock prices, fundamentals, and more from [AlphaVantage](https://www.alphavantage.co) +- AltTester Logo **[AltTester® AI Extension](https://alttester.com/docs/desktop/latest/pages/ai-extension.html)** - Use AltTester® capabilities to connect and test your Unity or Unreal game. Write game test automation faster and smarter, using [AltTester](https://alttester.com) and the AltTester® MCP server. - Antom Logo **[Antom](https://github.com/alipay/global-antom-mcp)** - Connect your AI Agents to Antom Checkout Payment. - Anytype Logo **[Anytype](https://github.com/anyproto/anytype-mcp)** - An MCP server enabling AI assistants to interact with [Anytype](https://anytype.io) - a local and collaborative wiki - to organize objects, lists, and more through natural language. - Apache Doris Logo **[Apache Doris](https://github.com/apache/doris-mcp-server)** - MCP Server For [Apache Doris](https://doris.apache.org/), an MPP-based real-time data warehouse. From 3cb87f513233eac270a4181586acd35e8c42a5fc Mon Sep 17 00:00:00 2001 From: tanveer-farooq <113421276+tanveer-farooq@users.noreply.github.com> Date: Thu, 18 Sep 2025 14:03:39 +0530 Subject: [PATCH 13/25] Update README.md Applied suggested change from review Co-authored-by: Ola Hungerford --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index c6b65f3a13..082a9279b1 100644 --- a/README.md +++ b/README.md @@ -254,7 +254,7 @@ Official integrations are maintained by companies building production ready MCP - KWDB Logo **[KWDB](https://github.com/KWDB/kwdb-mcp-server)** - Reading, writing, querying, modifying data, and performing DDL operations with data in your KWDB Database. - Label Studio Logo **[Label Studio](https://github.com/HumanSignal/label-studio-mcp-server)** - Open Source data labeling platform. - Lambda Capture **[Lambda Capture](https://github.com/lambda-capture/mcp-server)** - Macroeconomic Forecasts & Semantic Context from Federal Reserve, Bank of England, ECB. -- LambdaTest MCP server **[LambdaTest MCP server](https://www.lambdatest.com/mcp)** - LambdaTest MCP Servers ranging from Accessibility, SmartUI, Automation, and HyperExecute allows you to connect AI assistants with your testing workflow, streamlining setup, analyzing failures, and generating fixes to speed up testing and improve efficiency. +- LambdaTest MCP server **[LambdaTest](https://www.lambdatest.com/mcp)** - LambdaTest MCP Servers ranging from Accessibility, SmartUI, Automation, and HyperExecute allows you to connect AI assistants with your testing workflow, streamlining setup, analyzing failures, and generating fixes to speed up testing and improve efficiency. - Langfuse Logo **[Langfuse Prompt Management](https://github.com/langfuse/mcp-server-langfuse)** - Open-source tool for collaborative editing, versioning, evaluating, and releasing prompts. - Lara Translate Logo **[Lara Translate](https://github.com/translated/lara-mcp)** - MCP Server for Lara Translate API, enabling powerful translation capabilities with support for language detection and context-aware translations. - Last9 Logo **[Last9](https://github.com/last9/last9-mcp-server)** - Seamlessly bring real-time production context—logs, metrics, and traces—into your local environment to auto-fix code faster. From 2e77f702bcc3a3326293b48fadc097094bd2c497 Mon Sep 17 00:00:00 2001 From: Young Date: Fri, 19 Sep 2025 13:06:39 +0900 Subject: [PATCH 14/25] Add API Lab MCP to Community Servers Adding API Lab MCP - an AI-powered API testing laboratory for Claude Desktop and Claude Code that enables natural language API testing with authentication support, response validation, and performance metrics. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 09b06d85e7..51d4a218ca 100644 --- a/README.md +++ b/README.md @@ -427,6 +427,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[AntV Chart](https://github.com/antvis/mcp-server-chart)** - A Model Context Protocol server for generating 15+ visual charts using [AntV](https://github.com/antvis). - **[Any Chat Completions](https://github.com/pyroprompts/any-chat-completions-mcp)** - Interact with any OpenAI SDK Compatible Chat Completions API like OpenAI, Perplexity, Groq, xAI and many more. - **[Apache Gravitino(incubating)](https://github.com/datastrato/mcp-server-gravitino)** - Allow LLMs to explore metadata of structured data and unstructured data with Gravitino, and perform data governance tasks including tagging/classification. +- **[API Lab MCP](https://github.com/atototo/api-lab-mcp)** - Transform Claude into your AI-powered API testing laboratory. Test, debug, and document APIs through natural conversation with authentication support, response validation, and performance metrics. - **[APIWeaver](https://github.com/GongRzhe/APIWeaver)** - An MCP server that dynamically creates MCP servers from web API configurations. This allows you to easily integrate any REST API, GraphQL endpoint, or web service into an MCP-compatible tool that can be used by AI assistants like Claude. - **[Apple Books](https://github.com/vgnshiyer/apple-books-mcp)** - Interact with your library on Apple Books, manage your book collection, summarize highlights, notes, and much more. - **[Apple Calendar](https://github.com/Omar-v2/mcp-ical)** - An MCP server that allows you to interact with your MacOS Calendar through natural language, including features such as event creation, modification, schedule listing, finding free time slots etc. From 5f6a3bdcb8064821b488f1b6ad6dd20c5f8dd120 Mon Sep 17 00:00:00 2001 From: JungJungIn Date: Sat, 20 Sep 2025 15:42:50 +0900 Subject: [PATCH 15/25] Add New MCP-Server - MCP-OpenStack-Ops (https://github.com/call518/MCP-OpenStack-Ops) --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 5b2f07fe7b..e17f8f5310 100644 --- a/README.md +++ b/README.md @@ -893,6 +893,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[MCP Server Generator](https://github.com/SerhatUzbas/mcp-server-generator)** - An MCP server that creates and manages MCP servers! Helps both non-technical users and developers build custom JavaScript MCP servers with AI guidance, automatic dependency management, and Claude Desktop integration. - **[MCP STDIO to Streamable HTTP Adapter](https://github.com/pyroprompts/mcp-stdio-to-streamable-http-adapter)** - Connect to Streamable HTTP MCP Servers even if the MCP Client only supports STDIO. - **[MCP-Ambari-API](https://github.com/call518/MCP-Ambari-API)** - Model Context Protocol (MCP) server for Apache Ambari API integration. This project provides tools for managing Hadoop clusters, including service operations, configuration management, status monitoring, and request tracking. +- **[MCP-OpenStack-Ops](https://github.com/call518/MCP-OpenStack-Ops)** - Professional OpenStack operations automation via MCP server. Specialized tools for cluster monitoring, instance management, volume control & network analysis. FastMCP + OpenStack SDK + Bearer auth. Claude Desktop ready. Perfect for DevOps & cloud automation. - **[MCP-PostgreSQL-Ops](https://github.com/call518/MCP-PostgreSQL-Ops)** - Model Context Protocol (MCP) server for Apache Ambari API integration. This project provides tools for managing Hadoop clusters, including service operations, configuration management, status monitoring, and request tracking. - **[mcp-containerd](https://github.com/jokemanfire/mcp-containerd)** - The containerd MCP implemented by Rust supports the operation of the CRI interface. - **[MCP-Database-Server](https://github.com/executeautomation/mcp-database-server)** - Fastest way to interact with your Database such as SQL Server, SQLite and PostgreSQL From f3160eab77a7993819149df64c40307894faf5c4 Mon Sep 17 00:00:00 2001 From: Jack Yang Date: Sat, 20 Sep 2025 03:40:39 -0400 Subject: [PATCH 16/25] Add Geolocation MCP server to community servers list - Added geolocation-mcp-server entry between freqtrade-mcp and GDB - Provides WalkScore API integration for walkability, transit, and bike scores - Repository: https://github.com/jackyang25/geolocation-mcp-server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 5b2f07fe7b..fe091898ea 100644 --- a/README.md +++ b/README.md @@ -721,6 +721,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Foursquare](https://github.com/foursquare/foursquare-places-mcp)** - Enable your agent to recommend places around the world with the [Foursquare Places API](https://location.foursquare.com/products/places-api/) - **[FrankfurterMCP](https://github.com/anirbanbasu/frankfurtermcp)** - MCP server acting as an interface to the [Frankfurter API](https://frankfurter.dev/) for currency exchange data. - **[freqtrade-mcp](https://github.com/kukapay/freqtrade-mcp)** - An MCP server that integrates with the Freqtrade cryptocurrency trading bot. +- **[Geolocation](https://github.com/jackyang25/geolocation-mcp-server)** - WalkScore API integration for walkability, transit, and bike scores. - **[GDB](https://github.com/pansila/mcp_server_gdb)** - A GDB/MI protocol server based on the MCP protocol, providing remote application debugging capabilities with AI assistants. - **[ggRMCP](https://github.com/aalobaidi/ggRMCP)** - A Go gateway that converts gRPC services into MCP-compatible tools, allowing AI models like Claude to directly call your gRPC services. - **[Gemini Bridge](https://github.com/eLyiN/gemini-bridge)** - Lightweight MCP server that enables Claude to interact with Google's Gemini AI through the official CLI, offering zero API costs and stateless architecture. From fc14460a4ba9bd2df9ccd4cf2514bdeae0a20505 Mon Sep 17 00:00:00 2001 From: Muhammad Hamza Date: Sat, 20 Sep 2025 15:17:43 +0500 Subject: [PATCH 17/25] docs: Added Figma to Flutter MCP community server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 5b2f07fe7b..c4aef0abd3 100644 --- a/README.md +++ b/README.md @@ -707,6 +707,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Fibaro HC3](https://github.com/coding-sailor/mcp-server-hc3)** - MCP server for Fibaro Home Center 3 smart home systems. - **[Figma](https://github.com/GLips/Figma-Context-MCP)** - Give your coding agent direct access to Figma file data, helping it one-shot design implementation. - **[Figma](https://github.com/paulvandermeijs/figma-mcp)** - A blazingly fast MCP server to read and export your Figma design files. +- **[Figma to Flutter](https://github.com/mhmzdev/figma-flutter-mcp)** - Write down clean and better Flutter code from Figma design tokens and enrich nodes data in Flutter terminology. - **[Files](https://github.com/flesler/mcp-files)** - Enables agents to quickly find and edit code in a codebase with surgical precision. Find symbols, edit them everywhere. - **[FileSystem Server](https://github.com/Oncorporation/filesystem_server)** - Local MCP server for Visual Studio 2022 that provides code-workspace functionality by giving AI agents selective access to project folders and files - **[finmap.org](https://github.com/finmap-org/mcp-server)** MCP server provides comprehensive historical data from the US, UK, Russian and Turkish stock exchanges. Access sectors, tickers, company profiles, market cap, volume, value, and trade counts, as well as treemap and histogram visualizations. From 1d1e5cb89d64e987a6a55bf16238d671f3282157 Mon Sep 17 00:00:00 2001 From: TJ Hoplock Date: Sat, 20 Sep 2025 17:00:38 -0400 Subject: [PATCH 18/25] feat: add prometheus golang MCP implementation Signed-off-by: TJ Hoplock --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 5b2f07fe7b..d04bd9bb63 100644 --- a/README.md +++ b/README.md @@ -1056,6 +1056,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Productboard](https://github.com/kenjihikmatullah/productboard-mcp)** - Integrate the Productboard API into agentic workflows via MCP. - **[Prometheus](https://github.com/pab1it0/prometheus-mcp-server)** - Query and analyze Prometheus - open-source monitoring system. - **[Prometheus (TypeScript)](https://github.com/yanmxa/prometheus-mcp-server)** - Enable AI assistants to query Prometheus using natural language with TypeScript implementation. +- **[Prometheus (Golang)](https://github.com/tjhop/prometheus-mcp-server/)** - A Prometheus MCP server with full API support for comprehensive management and deep interaction with Prometheus beyond basic query support. Written in go, it is a single binary install that is capable of STDIO, SSE, and HTTP transports for complex deployments. - **[PubChem](https://github.com/sssjiang/pubchem_mcp_server)** - extract drug information from pubchem API. - **[PubMed](https://github.com/JackKuo666/PubMed-MCP-Server)** - Enable AI assistants to search, access, and analyze PubMed articles through a simple MCP interface. - **[Pulumi](https://github.com/dogukanakkaya/pulumi-mcp-server)** - MCP Server to Interact with Pulumi API, creates and lists Stacks From 5e2d84f196b15a539a2bf05334ec47f9952d2455 Mon Sep 17 00:00:00 2001 From: Mike Bailey Date: Sun, 21 Sep 2025 23:00:26 +1000 Subject: [PATCH 19/25] Fix link and name for VoiceMode project "Sorry for the confusion" My AI assistant Cora has had her GitHub access restricted but ultimately it's my fault for not reviewing her change properly. We're both learning. --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 5b2f07fe7b..e3ab14512b 100644 --- a/README.md +++ b/README.md @@ -1223,7 +1223,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Video Still Capture](https://github.com/13rac1/videocapture-mcp)** - 📷 Capture video stills from an OpenCV-compatible webcam or other video source. - **[Virtual location (Google Street View,etc.)](https://github.com/mfukushim/map-traveler-mcp)** - Integrates Google Map, Google Street View, PixAI, Stability.ai, ComfyUI API and Bluesky to provide a virtual location simulation in LLM (written in Effect.ts) - **[VMware Fusion](https://github.com/yeahdongcn/vmware-fusion-mcp-server)** - Manage VMware Fusion virtual machines via the Fusion REST API. -- **[Voice Mode](https://github.com/mbailey/voicemode)** - Enable voice conversations with Claude using any OpenAI-compatible STT/TTS service ([voicemode.ai](https://voicemode.ai)) +- **[VoiceMode](https://github.com/mbailey/voicemode)** - Enable voice conversations with Claude using any OpenAI-compatible STT/TTS service [getVoiceMode.com](https://getvoicemode.com/) - **[Voice Status Report](https://github.com/tomekkorbak/voice-status-report-mcp-server)** - An MCP server that provides voice status updates using OpenAI's text-to-speech API, to be used with Cursor or Claude Code. - **[VolcEngine TOS](https://github.com/dinghuazhou/sample-mcp-server-tos)** - A sample MCP server for VolcEngine TOS that flexibly get objects from TOS. - **[Voyp](https://github.com/paulotaylor/voyp-mcp)** - VOYP MCP server for making calls using Artificial Intelligence. From f57e552d3bc6533684c5ce906e6cbef5e4d3e826 Mon Sep 17 00:00:00 2001 From: vishnurudra-ai Date: Sun, 21 Sep 2025 21:57:11 -0400 Subject: [PATCH 20/25] Update README.md Add KYC-mcp-server details. https://github.com/vishnurudra-ai/KYC-mcp-server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 5b2f07fe7b..39f3e236f8 100644 --- a/README.md +++ b/README.md @@ -835,6 +835,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[KubeSphere](https://github.com/kubesphere/ks-mcp-server)** - The KubeSphere MCP Server is a Model Context Protocol(MCP) server that provides integration with KubeSphere APIs, enabling to get resources from KubeSphere. Divided into four tools modules: Workspace Management, Cluster Management, User and Roles, Extensions Center. - **[Kukapay MCP Servers](https://github.com/kukapay/kukapay-mcp-servers)** - A comprehensive suite of Model Context Protocol (MCP) servers dedicated to cryptocurrency, blockchain, and Web3 data aggregation, analysis, and services from Kukapay. - **[kwrds.ai](https://github.com/mkotsollaris/kwrds_ai_mcp)** - Keyword research, people also ask, SERP and other SEO tools for [kwrds.ai](https://www.kwrds.ai/) +- **[KYC-mcp-server](https://github.com/vishnurudra-ai/KYC-mcp-server)** - Know Your Computer (KYC) - MCP Server compatible with Claude Desktop. Comprehensive system diagnostics for Windows, Mac OS and Linux operating system with AI-powered recommendations. - **[Langflow-DOC-QA-SERVER](https://github.com/GongRzhe/Langflow-DOC-QA-SERVER)** - A Model Context Protocol server for document Q&A powered by Langflow. It demonstrates core MCP concepts by providing a simple interface to query documents through a Langflow backend. - **[Language Server](https://github.com/isaacphi/mcp-language-server)** - MCP Language Server helps MCP enabled clients navigate codebases more easily by giving them access to semantic tools like get definition, references, rename, and diagnostics. - **[Lark(Feishu)](https://github.com/kone-net/mcp_server_lark)** - A Model Context Protocol(MCP) server for Lark(Feishu) sheet, message, doc and etc. From 829e21be4347a4b04d2f5b53a01a47023c670289 Mon Sep 17 00:00:00 2001 From: garethx Date: Mon, 22 Sep 2025 16:07:46 +0100 Subject: [PATCH 21/25] Update: Bucket rebranded to Reflag --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 5b2f07fe7b..766679961c 100644 --- a/README.md +++ b/README.md @@ -113,7 +113,6 @@ Official integrations are maintained by companies building production ready MCP - BrightData Logo **[BrightData](https://github.com/luminati-io/brightdata-mcp)** - Discover, extract, and interact with the web - one interface powering automated access across the public internet. - Browserbase Logo **[Browserbase](https://github.com/browserbase/mcp-server-browserbase)** - Automate browser interactions in the cloud (e.g. web navigation, data extraction, form filling, and more) - BrowserStack Logo **[BrowserStack](https://github.com/browserstack/mcp-server)** - Access BrowserStack's [Test Platform](https://www.browserstack.com/test-platform) to debug, write and fix tests, do accessibility testing and more. -- Bucket **[Bucket](https://github.com/bucketco/bucket-javascript-sdk/tree/main/packages/cli#model-context-protocol)** - Flag features, manage company data, and control feature access using [Bucket](https://bucket.co) - Buildkite Logo **[Buildkite](https://github.com/buildkite/buildkite-mcp-server)** - Exposing Buildkite data (pipelines, builds, jobs, tests) to AI tooling and editors. - Buildable Logo**[Buildable](https://github.com/chunkydotdev/bldbl-mcp)** (TypeScript) - Official MCP server for Buildable AI-powered development platform. Enables AI assistants to manage tasks, track progress, get project context, and collaborate with humans on software projects. - BuiltWith Logo **[BuiltWith](https://github.com/builtwith/mcp)** - Identify the technology stack behind any website. @@ -380,6 +379,7 @@ Official integrations are maintained by companies building production ready MCP - Redis Logo **[Redis](https://github.com/redis/mcp-redis/)** - The Redis official MCP Server offers an interface to manage and search data in Redis. - Redis Logo **[Redis Cloud API](https://github.com/redis/mcp-redis-cloud/)** - The Redis Cloud API MCP Server allows you to manage your Redis Cloud resources using natural language. - Reexpress **[Reexpress](https://github.com/ReexpressAI/reexpress_mcp_server)** - Enable Similarity-Distance-Magnitude statistical verification for your search, software, and data science workflows +- Reflag **[Reflag](https://github.com/reflagcom/javascript/tree/main/packages/cli#model-context-protocol)** - Create and manage feature flags using [Reflag](https://reflag.com) - Reltio Logo **[Reltio](https://github.com/reltio-ai/reltio-mcp-server)** - A lightweight, plugin-based MCP server designed to perform advanced entity matching with language models in Reltio environments. - Rember Logo **[Rember](https://github.com/rember/rember-mcp)** - Create spaced repetition flashcards in [Rember](https://rember.com) to remember anything you learn in your chats - Render Logo **[Render](https://render.com/docs/mcp-server)** - The official Render MCP server: spin up new services, run queries against your databases, and debug rapidly with direct access to service metrics and logs. From bf5ed1b94af0e7de18e843b0a28930ccd06c4156 Mon Sep 17 00:00:00 2001 From: Mike Bailey Date: Tue, 23 Sep 2025 06:08:44 +1000 Subject: [PATCH 22/25] Update README.md Co-authored-by: Koichi ITO --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index e3ab14512b..72e1714c44 100644 --- a/README.md +++ b/README.md @@ -1223,7 +1223,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Video Still Capture](https://github.com/13rac1/videocapture-mcp)** - 📷 Capture video stills from an OpenCV-compatible webcam or other video source. - **[Virtual location (Google Street View,etc.)](https://github.com/mfukushim/map-traveler-mcp)** - Integrates Google Map, Google Street View, PixAI, Stability.ai, ComfyUI API and Bluesky to provide a virtual location simulation in LLM (written in Effect.ts) - **[VMware Fusion](https://github.com/yeahdongcn/vmware-fusion-mcp-server)** - Manage VMware Fusion virtual machines via the Fusion REST API. -- **[VoiceMode](https://github.com/mbailey/voicemode)** - Enable voice conversations with Claude using any OpenAI-compatible STT/TTS service [getVoiceMode.com](https://getvoicemode.com/) +- **[VoiceMode](https://github.com/mbailey/voicemode)** - Enable voice conversations with Claude using any OpenAI-compatible STT/TTS service [getvoicemode.com](https://getvoicemode.com/) - **[Voice Status Report](https://github.com/tomekkorbak/voice-status-report-mcp-server)** - An MCP server that provides voice status updates using OpenAI's text-to-speech API, to be used with Cursor or Claude Code. - **[VolcEngine TOS](https://github.com/dinghuazhou/sample-mcp-server-tos)** - A sample MCP server for VolcEngine TOS that flexibly get objects from TOS. - **[Voyp](https://github.com/paulotaylor/voyp-mcp)** - VOYP MCP server for making calls using Artificial Intelligence. From 5cfb29483b34e6f0ef741756350daa842d1206f5 Mon Sep 17 00:00:00 2001 From: Atlas Wegman Date: Mon, 22 Sep 2025 18:16:59 -0400 Subject: [PATCH 23/25] Added hledger-mcp to README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 5b2f07fe7b..6b0f17aafe 100644 --- a/README.md +++ b/README.md @@ -770,6 +770,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[HeatPump](https://github.com/jiweiqi/heatpump-mcp-server)** — Residential heat - pump sizing & cost-estimation tools by **HeatPumpHQ**. - **[Helm Chart CLI](https://github.com/jeff-nasseri/helm-chart-cli-mcp)** - Helm MCP provides a bridge between AI assistants and the Helm package manager for Kubernetes. It allows AI assistants to interact with Helm through natural language requests, executing commands like installing charts, managing repositories, and more. - **[Heurist Mesh Agent](https://github.com/heurist-network/heurist-mesh-mcp-server)** - Access specialized web3 AI agents for blockchain analysis, smart contract security, token metrics, and blockchain interactions through the [Heurist Mesh network](https://github.com/heurist-network/heurist-agent-framework/tree/main/mesh). +- **[HLedger MCP](https://github.com/iiAtlas/hledger-mcp)** - Double entry plain text accounting, right in your LLM! This MCP enables comprehensive read, and (optional) write access to your local [HLedger](https://hledger.org/) accounting journals. - **[Holaspirit](https://github.com/syucream/holaspirit-mcp-server)** - Interact with [Holaspirit](https://www.holaspirit.com/). - **[Home Assistant](https://github.com/tevonsb/homeassistant-mcp)** - Interact with [Home Assistant](https://www.home-assistant.io/) including viewing and controlling lights, switches, sensors, and all other Home Assistant entities. - **[Home Assistant](https://github.com/voska/hass-mcp)** - Docker-ready MCP server for Home Assistant with entity management, domain summaries, automation support, and guided conversations. Includes pre-built container images for easy installation. From 28427d8cd10f61ff76e6f5cfda94eb48493d97d7 Mon Sep 17 00:00:00 2001 From: adam jones Date: Tue, 23 Sep 2025 05:09:58 +0100 Subject: [PATCH 24/25] Fix time server to default to UTC when tzinfo is unavailable (#2738) When get_localzone_name() returns None, the server now defaults to UTC instead of raising an error. This makes the server more robust in environments where the local timezone cannot be determined. --- src/time/src/mcp_server_time/server.py | 3 ++- src/time/test/time_server_test.py | 6 +++--- 2 files changed, 5 insertions(+), 4 deletions(-) diff --git a/src/time/src/mcp_server_time/server.py b/src/time/src/mcp_server_time/server.py index b8ca4e2ffb..746d78df44 100644 --- a/src/time/src/mcp_server_time/server.py +++ b/src/time/src/mcp_server_time/server.py @@ -46,7 +46,8 @@ def get_local_tz(local_tz_override: str | None = None) -> ZoneInfo: local_tzname = get_localzone_name() if local_tzname is not None: return ZoneInfo(local_tzname) - raise McpError("Could not determine local timezone - tzinfo is None") + # Default to UTC if local timezone cannot be determined + return ZoneInfo("UTC") def get_zoneinfo(timezone_name: str) -> ZoneInfo: diff --git a/src/time/test/time_server_test.py b/src/time/test/time_server_test.py index 97a6ea1f09..8d963508d7 100644 --- a/src/time/test/time_server_test.py +++ b/src/time/test/time_server_test.py @@ -486,10 +486,10 @@ def test_get_local_tz_with_valid_iana_name(mock_get_localzone): @patch('mcp_server_time.server.get_localzone_name') def test_get_local_tz_when_none_returned(mock_get_localzone): - """Test error when tzlocal returns None.""" + """Test default to UTC when tzlocal returns None.""" mock_get_localzone.return_value = None - with pytest.raises(McpError, match="Could not determine local timezone"): - get_local_tz() + result = get_local_tz() + assert str(result) == "UTC" @patch('mcp_server_time.server.get_localzone_name') From 387baed0bae9b8cf14159a648d23f3e1a4884ebc Mon Sep 17 00:00:00 2001 From: Ru Date: Tue, 23 Sep 2025 07:27:28 +0300 Subject: [PATCH 25/25] Update README.md to implement changes from code review --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 87fdafb8a8..06d9228afd 100644 --- a/README.md +++ b/README.md @@ -76,7 +76,7 @@ Official integrations are maintained by companies building production ready MCP - AllVoiceLab Logo **[AllVoiceLab](https://www.allvoicelab.com/mcp)** - An AI voice toolkit with TTS, voice cloning, and video translation, now available as an MCP server for smarter agent integration. - Alpaca Logo **[Alpaca](https://github.com/alpacahq/alpaca-mcp-server)** – Alpaca's MCP server lets you trade stocks and options, analyze market data, and build strategies through [Alpaca's Trading API](https://alpaca.markets/) - AlphaVantage Logo **[AlphaVantage](https://mcp.alphavantage.co/)** - Connect to 100+ APIs for financial market data, including stock prices, fundamentals, and more from [AlphaVantage](https://www.alphavantage.co) -- AltTester Logo **[AltTester® AI Extension](https://alttester.com/docs/desktop/latest/pages/ai-extension.html)** - Use AltTester® capabilities to connect and test your Unity or Unreal game. Write game test automation faster and smarter, using [AltTester](https://alttester.com) and the AltTester® MCP server. +- AltTester Logo **[AltTester®](https://alttester.com/docs/desktop/latest/pages/ai-extension.html)** - Use AltTester® capabilities to connect and test your Unity or Unreal game. Write game test automation faster and smarter, using [AltTester](https://alttester.com) and the AltTester® MCP server. - Antom Logo **[Antom](https://github.com/alipay/global-antom-mcp)** - Connect your AI Agents to Antom Checkout Payment. - Anytype Logo **[Anytype](https://github.com/anyproto/anytype-mcp)** - An MCP server enabling AI assistants to interact with [Anytype](https://anytype.io) - a local and collaborative wiki - to organize objects, lists, and more through natural language. - Apache Doris Logo **[Apache Doris](https://github.com/apache/doris-mcp-server)** - MCP Server For [Apache Doris](https://doris.apache.org/), an MPP-based real-time data warehouse.