The MCP Trust Index.

MkDocs MCP Server

by robmatesick

Enables AI assistants to access and search MkDocs documentation through tools for full-text search, page navigation, and code block extraction. It serves documentation pages as readable resources and provides structural outlines to help LLMs navigate documentation content.

robmatesick/mkdocs-mcp-example

hk-misc-mcp-server

by hkopenai

Provides access to Hong Kong government auction data for confiscated, used/surplus, and unclaimed items via a FastMCP interface.

hkopenai/hk-misc-mcp-server

RedNote-MCP-Plus

by mrmao007

Enables automated interaction and data scraping for Xiaohongshu (RedNote), including posting, liking, commenting, following, and retrieving user and note data.

MrMao007/RedNote-MCP-Plus

Cursor Memory MCP

by zjmwqx

The Cursor Memory MCP Server provides a powerful tool to assist in coding with cursor, enpower cursor to operate with memory, make coding taste much more dilicious

zjmwqx/cursor-memory-mcp

PureRef MCP

by quazi1622

Enables AI assistants to create PureRef reference boards from local images and ad-review data, supporting moodboards and A4-style creative review reports.

quazi1622/PureRef-MCP

WorkTrace MCP

by vblearnstowritecode

A local MCP server that helps AI agents recover missing historical developer context by capturing and indexing screenshots with OCR and embeddings into a local SQLite database, enabling grounded question-answering with inspectable event citations.

vblearnstowritecode/worktrace-mcp

vision-mcp

by bbsong123

Enables text-only models to perceive images via a vision-language model, supporting image analysis with simple descriptions or structured JSON for technical diagrams.

Bbsong123/vision-mcp

local-web-search-service

by letuhao

Self-hosted web search and page fetch service using SearXNG metasearch and Scrapling browser rendering, exposing MCP tools for direct agent use.

letuhao/local-web-search-service

jina-reader-mcp

by handcraftedbits

Enables fetching web pages via Jina Reader API, returning Markdown or JSON, with options for parallel fetches.

handcraftedbits/jina-reader-mcp

Docker SWISH MCP Server

by angrysky56

Provides Prolog logic programming integration for Claude via a Docker SWISH container, with persistent notebooks and cognitive architecture support.

angrysky56/docker-swish-mcp

diffbot-mcp

by diffbot

A Diffbot MCP server that provides tools for extracting structured web content, searching the web with accuracy-focused ranking, and enhancing entity data from the Diffbot Knowledge Graph.

diffbot/diffbot-mcp

claude-kb

by tenequm

Enables searching and retrieving Claude Code conversation history via hybrid semantic and keyword search, allowing the agent to access its own past interactions.

tenequm/claude-kb

AgentCore MCP Server

by mofokeng-chaka

A stateless MCP server sample for the 2026-07-28 protocol, deployable to Amazon Bedrock AgentCore Runtime and probed via SigV4-signed requests.

mofokeng-chaka/agentcore-mcp-2026-07-28

confluence-rag-mcp

by titulus

Retrieves indexed Confluence pages via semantic search, returning chunks, citations, and page bundles; stores embeddings in local SQLite with sqlite-vec.

titulus/confluence-rag-mcp

logicmonitor-mcp

by mspbotsai

Exposes the LogicMonitor REST API as MCP tools with per-request LMv1 authentication, enabling querying of devices, alerts, reports, and more.

MSPbotsAI/logicmonitor-mcp

arXiv Discovery MCP

by rookslog

MCP server for discovering, triaging, and monitoring arXiv papers with transparent interest modeling and inspectable ranking.

rookslog/arxiv-sanity-mcp

Test MCP Feb4 MCP Server

by traia-io

An MCP server that provides standardized tools for AI agents to interact with the Test MCP Feb4 API. It enables LLMs to access API endpoints through asynchronous operations and standardized Model Context Protocol tools.

Traia-IO/test-mcp-feb4-mcp-server

Fantasy MCP

by mattarm

Multi-agent parlay optimization system using CrewAI to analyze games, evaluate props, and construct optimal parlay combinations.

mattarm/fantasy_mcp

aria-mcp-server

by pkotecha-eng

Clinical research MCP server providing real-time access to PubMed (35M+ papers) and ClinicalTrials.gov (400K+ trials). Built for trial coordinators and life sciences teams. No API key required.

pkotecha-eng/aria-mcp-server

Sentry MCP Server

by mjavadalavi

Enables comprehensive Sentry monitoring including performance analysis, issue tracking, and transaction tracing.

mjavadalavi/sentry-mcp

mcp-server-documentary-generation

by thomaskaragiannopoulos

Enables autonomous generation of long-form YouTube documentaries (15-25 minutes) with minimal human intervention, focusing on historical niches like Byzantine history.

ThomasKaragiannopoulos/mcp-server-documentary-generation

GenAI-AgenticAI-From-Zero-to-Production

by bansalkanav

Learn GenAI and Agentic AI from Zero to Production

bansalkanav/GenAI-AgenticAI-From-Zero-to-Production

Vanna AI MCP Server

by amanbhattshorthillsai

An MCP server that uses Vanna AI and Azure OpenAI to translate natural language questions into SQL queries and execute them against a SQLite financial database, with detailed logging and cost tracking.

AmanBhattShorthillsAI/Vanna-MCP-Server

BC Water Tides MCP Server

by kykoay

Provides Canadian tide predictions from the IWLS API, enabling retrieval of 7-day tide forecasts and station listings for monitoring stations across Canada.

kykoay/BCTideMCPServerLocal

hybrid-recall

by cutlerbenjamin1-cmd

A local MCP server enabling hybrid search over documents, memory, and knowledge graphs for retrieval-augmented generation, with tools for SQLite, semantic memory, and entity-relationship queries.

cutlerbenjamin1-cmd/hybrid-recall

mcp_sdk_eyra_accelerator_v15

by vaishnavi-jagan

A standalone MCP server that exposes API endpoints as tools for AI assistants, using SSE transport.

Vaishnavi-jagan/mcp_sdk_eyra_accelerator_v15

WetLab-MCP

by muslus

Enables AI-assisted molecular biology experiment design with tools for qPCR primer design, cloning strategy optimization, TaqMan probe design, and multiplex compatibility analysis.

muslus/wetlab-mcp

appium-mcp

by youcanautomate-yca

Professional mobile test automation framework with AI-powered test generation, Page Object Model support, and AWS Bedrock integration.

youcanautomate-yca/ai-driven-mobile-automation

undoom-sketch-mcp

by kk520879

A sketching server based on MCP (Model Context Protocol) that can convert ordinary images into various styles of sketch effects. It supports single image conversion, batch processing, and multiple custom parameter adjustments. The project has been published to PyPI and can be used directly: - PyPI: - GitHub: - 🎨 Multiple Sketch Styles: Supports three different sketch styles - classic, detailed, and soft - 📁 Batch Processing: Supports batch conversion of all images in a folder - 🖼️ Multi-for

kk520879/undoom-sketch-mcp

ELM MCP

by brettscharm

Enables AI assistants to interact with IBM Engineering Lifecycle Management (ELM), including DOORS Next Generation, EWM, and ETM, for managing requirements, work items, tests, and project builds through natural language.

brettscharm/elm-mcp

DevAssist MCP Server

by champion-2006

A production-ready MCP server for GitHub and competitive programming (Codeforces) that enables AI assistants to fetch user profiles, repository stats, contest history, and personalized problem recommendations.

Champion-2006/DevAssist-MCP-Server

d365fo-drill-engine

by antontjiptadi

MCP server for Dynamics 365 Finance & Operations certification prep, enabling interactive drills with accuracy tracking and review.

AntonTjiptadi/d365fo-drill-engine

E-commerce MCP Server

by eeshapatel12

Enables management of e-commerce operations including products, customers, and orders with full CRUD capabilities, plus data analysis features like sales summaries, top products/customers reports, and inventory tracking.

eeshapatel12/Commerce-MCP

CerebroMCP

by pushkarev-alexandr

MCP server for working with the Cerebro project management system. Lets Claude and other LLM clients read data from Cerebro: tasks, messages, users, attachments, and more.

pushkarev-alexandr/cerebro-mcp

reaper-mcp

by explod1983

Enables AI-assisted VST plugin tuning by connecting Claude CLI to Reaper, allowing a loop of audio capture, spectrum analysis, and live plugin parameter adjustment.

explod1983/reaper-mcp

mcp-timely

by caseyro

A read-only MCP server for querying Timely time tracking data, providing tools for project overviews, time spent summaries, and work log entries.

CaseyRo/mcp-timely

Google Sheets MCP Server

by anhuaxiang

Enables AI assistants to interact with Google Sheets, performing operations like creating, reading, updating, and clearing spreadsheet data.

anhuaxiang/google-sheets-mcp

GNews API MCP Server

by alejandro-ao

Provides access to the GNews API for searching news articles and getting top headlines, with OAuth2 authentication and support for advanced query syntax.

alejandro-ao/demo-gnews-remotemcp-auth

mcp-f1analisys

by maxbleu

Enables Formula 1 data analysis through natural language, providing tools like track dominance, lap time analysis, and team performance comparisons.

Maxbleu/MCP-F1analisys

dso2d15-mcp

by dcmcshan

MCP server for controlling Hantek DSO2D15 and other DSO2000-family oscilloscopes via USB and SCPI, enabling waveform acquisition, measurements, and screen captures.

dcmcshan/dso2d15-mcp

neo4j-mcp-gateway

by jeffneo

A single local MCP gateway for Neo4j that exposes both proxied generic Neo4j tools (schema, Cypher, GDS) and custom YAML-defined use-case tools behind one stdio endpoint.

jeffneo/neo4j-mcp-gateway

xliff-processor

by langlink-localization

An MCP server for processing XLIFF and TMX translation files, enabling parsing, validation, and manipulation of translation units in localization workflows.

langlink-localization/xliff-mcp-server

TextQL MCP Server

by alexandme

Translates natural language to SQL/GraphQL queries and executes them, enabling AI agents to interact with databases through the Model Context Protocol.

alexandme/textql-mcp

Fed Speech MCP

by zsun4work

Retrieves, parses, and analyzes speeches and testimonies from Federal Reserve officers, enabling searches by speaker, topic, and keyword with automatic RSS feed discovery and intelligent relevance scoring.

zsun4work/fed-speech-mcp

Claude Code Starter Kit MCP

by dachivadachkoria

Enables AI-powered automated testing, security scanning, code review, and maintenance tasks directly within Claude Code or desktop.

dachivadachkoria/claude-code-starter-kit

mireye-mcp

by mireye-labs

Exposes Mireye Earth's geospatial data API as MCP tools (mireye_ask and mireye_fetch) for querying location-based information like elevation, flood zones, and wildfire risk for US places.

Mireye-Labs/mireye-earth-mcp

Meal Planner AI MCP

by csoai-org

Meal Planner AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

CSOAI-ORG/meal-planner-ai-mcp