The MCP Trust Index.

timepiece-mcp

by gianni1989

MCP server integrating OBSS Timepiece Time in Status for Jira, enabling queries about issue durations, status histories, and aggregated metrics via natural language.

gianni1989/timepiece-mcp

MCP Code Review Server

by mennansevim

Enables automated AI-powered code review for pull requests across GitHub, GitLab, Bitbucket, and Azure DevOps via webhooks, and manual code review through MCP tools using Groq, Claude, or GPT-4.

mennansevim/mcp-server

IMDB MCP

by alexobarnes

Enables semantic and similarity search across IMDB movie data using vector embeddings and PostgreSQL with pgvector, supporting traditional filters and hybrid search.

AlexOBarnes/IMDB-MCP

ClickUp MCP

by cookiecad

Enables ClickUp workspace management including tasks, docs, teams, spaces, and folders through natural language using the ClickUp REST API.

cookiecad/clickup-mcp

WavespeedMCP

by wavespeedai

Provides a standardized interface for accessing WaveSpeed's image and video generation capabilities through the MCP protocol.

WaveSpeedAI/mcp-server

agent-gamma (AgentGamma)

by longfortv5

Here is a brief description of what our MCP server does: Description Project Tollbooth is a real-time market microstructure and options analytics gateway. It exposes quantitative Gamma Verdicts (hedging effects, dealer exposure aggregates, and volatility regimes) and 0DTE Verdicts (real-time pinning magnets, pin scores, and target probabilities) for major instruments (\*\*SPX,

Longfortv5/project_tollbooth

pipedrive-pj

by hguareromanoo

Read-only MCP server that exposes the Poli Júnior Pipedrive CRM to Claude as composable tools.

hguareromanoo/mcp-pipedrive-pj

Arduino MCP Server

by niradler

A comprehensive Model Context Protocol (MCP) server for Arduino CLI interactions, built with FastMCP. This server enables AI agents to seamlessly interact with Arduino CLI for development, debugging, code verification, and more.

niradler/arduino-mcp

shellserver

by weezerzero

A Model Context Protocol server that exposes a tool to execute shell commands on the host machine, with customizable working directory and timeout.

weezerzero/mcp-shellserver

Boostcamp MCP Server

by alex-keyes

Integrates with the Boostcamp fitness platform to provide access to training history, workout programs, custom exercises, and analytics through Claude.

Alex-Keyes/boostcamp-mcp

Semantic Search MCP Server

by mix0z

Enables AI agents to perform semantic search over codebases by converting natural language queries into efficient search patterns like grep and ripgrep. It utilizes LLMs to verify relevance and find code snippets that traditional keyword-based searches might miss.

mix0z/Semantic-Search-MCP

ProjectDoc

by yarrow-cai

Enables AI editors to collaboratively manage project documentation, including todos, decisions, pitfalls, and interfaces, through MCP protocol tools.

Yarrow-Cai/project-doc

DICOM API MCP Server

by aotal

Exposes DICOM operations as tools for AI agents to interact with medical imaging systems and PACS. It enables searching for studies and series, querying instance metadata, and retrieving pixel data from DICOM entities.

aotal/dicom_api_mcp_project

cli-anything-zotero

by piaoyangguohai1

CLI server for Zotero 7/8/9 — let AI manage your library. 70+ CLI commands for search, import, PDF, BibTeX, notes, and more. Works with Claude, Cursor, ChatGPT.

PiaoyangGuohai1/cli-anything-zotero

PostgreSQL MCP Server

by guibracco

An MCP server that enables AI assistants to interact with PostgreSQL databases by executing SQL queries and inspecting database schemas. It provides tools for standardized database exploration and management through the Model Context Protocol.

guibracco/postgres-mcp-server

congatudo_mcp

by cinderl

Enables AI agents to control a Cecotec Conga robot vacuum via 26 tools for state, cleaning modes, settings, timers, and system info.

cinderl/congatudo_mcp

Claude Voice Commands

by jwitcoff

Enables natural voice interaction with Claude Code through speech-to-text, supporting wake word activation and multiple backends like Whisper and Google. It allows users to execute commands and control their coding environment hands-free via their microphone.

JWitcoff/Claude_Chat

market-data-mcp

by cstamigo-droid

Provides real-time market data tools (quotes, news, earnings calendar, watchlist scanner, and composite analysis) for AI agents via Finnhub, with optional Alpaca broker integration and graceful degradation.

cstamigo-droid/market-data-mcp

Confluence MCP Server

by dutta-piyush

Enables GitHub Copilot to read, write, search, and manage Confluence pages, spaces, attachments, and diagrams through MCP tools.

dutta-Piyush/custom-confluence-mcp

MoviePilot MCP Admin

by q2a3z4w

Enables AI agents to control MoviePilot through the MCP protocol for managing subscriptions, downloads, media searches, and system status.

q2a3z4w/moviepilot-mcp-admin

Odoo ChatGPT Direct Connector

by abdul0000

Enables ChatGPT to interact with Odoo by providing tools for repository management, git operations, Odoo.sh management, Odoo RPC, browser screenshots, and approval workflows.

Abdul0000/odoo-mcp

MCP Calculator Server

by ayyappachinpandi

A minimal Model Context Protocol server that provides basic arithmetic tools and a comprehensive meeting analysis prompt template for processing transcripts. It serves as a clean example for developers to learn how to build, test, and integrate MCP servers with Claude Desktop.

ayyappachinpandi/MCP-Example-ayyappa

SAP Business One MCP Server

by oscargallogarcia

Enables interaction with SAP Business One via Service Layer REST API to retrieve and create business data such as partners, orders, invoices, items, and stock levels through natural language.

OscarGalloGarcia/sap-b1-mcp

K-Personal MCP

by lee30934-byte

A personal desktop automation MCP server providing tools for screen/mouse/keyboard control, Windows UI automation, headless browser automation, file management, app execution, clipboard management, and a personal SQLite database for todos, notes, and habits.

lee30934-byte/K-Personal-MCP

UK Data API

by chetparker

Provides AI assistants with access to 24 UK data endpoints for property, weather, companies, vehicles, and finance information via x402 micropayments.

chetparker/uk-property-api

ICON MCP v103

by traia-io

Provides AI agents and LLMs with secure access to the ICON MCP v103 API via Bearer tokens or HTTP 402 payment protocols. It enables standardized interaction with market data and API endpoints through the Model Context Protocol.

Traia-IO/icon-mcp-v103-mcp-server

Academic MCP

by xinyousuozhi

Enables AI tools to search and retrieve data from various South Korean and Japanese academic databases, including research journals, historical records, and legislative information.

xinyousuozhi/academic-mcp

rays-mcp

by ivyyy0601

Exposes global market breadth, volume, RSI, volatility, and sentiment for 12 major equity indices (US + Asia) via 5 tools.

ivyyy0601/alert-mcp

postgres-safe-mcp

by sam-david

A PostgreSQL MCP server that automatically detects and obfuscates personally identifiable information (PII) in query results using column-name heuristics and NLP analysis. It enables AI agents to interact securely with databases by masking sensitive data by default while allowing selective unmasking under user control.

sam-david/pg-redact-mcp

silotek-serial-mcp

by jocoin94

A headless MCP server that enables AI tools (like Claude Code) to read and analyze serial logs from embedded boards (ESP32, STM32) for firmware debugging, with read-only tools for log retrieval and a built-in web viewer.

JOCOIN94/serial-mcp-server

mcp-home-server

by axolotlpi

Self-hostable MCP server that gives Claude tools to run shell scripts and read files on a home server, deployed via Multipass VM and Cloudflare Tunnel.

Axolotlpi/mcp-home-server

brd-enhancer-mcp

by arushsingh17

Enhances developer tasks by retrieving relevant context from project documentation via a backend API. It enables users to generate enriched task descriptions and prompts by automatically integrating specific technical details from their project documents.

arushsingh17/mcp

Zendesk Live MCP

by subrat2018

Read-only MCP server for complete, reconciled reporting from live Zendesk data, designed for Cursor and other MCP clients.

Subrat2018/ZendeskLiveMCP

Open Weather13 MCP Server

by bach-ai-tools

An MCP server that provides access to current weather data and 5-day forecasts via the Open Weather13 API. It enables users to retrieve weather information using city names or geographic coordinates across various languages.

BACH-AI-Tools/open_weather13

financial-research-agent

by rahul-jajala

MCP server that exposes stock research tools (fundamentals, news, technicals, analyst ratings) to AI clients, enabling autonomous generation of structured investment briefs.

rahul-jajala/ai-financial-research-agent

Google MCP Server

by md-ammar-97

Enables appending formatted content to Google Docs and creating styled Gmail drafts using markdown, with operator approval and optional API key authentication.

md-ammar-97/mcp-server-google

MCP Financial Tools

by huntbuilds

Actionable financial intelligence for AI agents via the Model Context Protocol.

huntbuilds/mcp-financial-tools

Egnyte MCP Server

by egnyte

Enables AI agents to search for and retrieve documents from Egnyte by name, using Egnyte's public APIs and Python SDK, integrating enterprise content into AI workflows.

egnyte/egnyte-mcp-server

Hyperliquid MCP Server

by samimiair

MCP server for Hyperliquid perpetual DEX with 48 tools for trading, monitoring, risk management, and security. Enables real-time market data, order management, risk validation, and automated trading strategies.

samimiair/hyperliquid-mcp

SQL Analysis MCP Server

by jjdelorme

An MCP server designed for SQL analysis that demonstrates sampling capabilities by interacting with SQL files in a local directory. It provides a framework for testing client-side sampling while managing SQL-based contexts.

jjdelorme/sql-analysis-mcp-server

MCP Azure Project

by sajinmohamedpe

This MCP server integrates with Azure AI Foundry's Claude deployment to provide document management functionality. It enables tools for reading, writing, and listing files, allowing Claude to interact with local documents through an Azure-compatible client.

SajinMohamedPe/mcp_learn

simple-ai-provenance

by beedev

An MCP server that tracks AI prompts in Claude Code and automatically annotates git commits with the history of what was asked. It provides tools to query session summaries, retrieve uncommitted work, and manage AI provenance directly within Claude.

beedev/simple-ai-provenance

keila-mcp

by gwbischof

An MCP server for the Keila newsletter API that enables management of contacts, campaigns, segments, and senders. It allows users to create, schedule, and send newsletters directly through natural language interactions.

gwbischof/keila-mcp

ncbi-mcp

by qigoki

A server providing access to NCBI E-utilities API for searching and retrieving data from databases like PubMed, Protein, and Nucleotide.

QiGoki/ncbi-mcp

Local File Search MCP

by dchatpar

Provides tools for searching and reading local files, supporting metadata filters, PDF full-text keyword search, and sandboxed file access.

dchatpar/mcp-file-agent

Control-Inventory-MCP-Server

by miguelangelhorta

Provides search, detail lookup, and gap listing tools for a security control inventory, enabling natural language queries about control status and gaps.

MiguelAngelHorta/Control-Inventory-MCP-Server

jenkins-mcp-server

by maumanto

🔍 Fetch and analyze Jenkins build logs effortlessly with the MCP server, supporting multiple instances and automatic detection from job URLs.

MauManto/jenkins-mcp-server

Instrument MCP Server

by zeng-andrew

Enables natural language control of test instruments like spectrum analyzers and power supplies via SCPI commands, with auto-discovery and multi-instrument session support.

zeng-andrew/instrument-mcp

Jinja2 MCP Server

by ww-ai-lab

生产就绪的MCP协议Jinja2模板渲染服务器，为AI应用提供安全沙箱执行和复杂JSON参数的模板处理能力。

WW-AI-Lab/jinja2-mcp-server

satsignal-mcp

by steleet

Enables tamper-evident anchoring of file, text, or JSON hashes to the BSV blockchain via MCP tools, with verification and lookup capabilities.

Steleet/satsignal-mcp