The MCP Trust Index.

Simple Python MCP Server

by rb58853

A simple MCP server implementation in Python using FastMCP and FastAPI, providing streamable HTTP transport with optional OAuth authorization for tools like echo and math.

rb58853/simple-mcp-server

searxng-mcp-bridge

by designcomputer

A minimal MCP server that exposes a private SearXNG instance as a search tool over streamable-HTTP, enabling web search from the llama.cpp WebUI or any compatible MCP client.

designcomputer/searxng-mcp-bridge

mcp-ai-workspace

by nickbiird

Exposes document retrieval as an MCP tool, enabling LLMs to search a local vector store of markdown documents. Includes a retrieval evaluation harness to measure hit rate and MRR.

nickbiird/mcp-ai-workspace

CortexSynapse

by amshamah419

A robust MCP server that bridges AI development tools with Palo Alto Cortex platforms (XSOAR/XSIAM), enabling natural language-driven development, testing, and automation of security workflows.

amshamah419/CortexSynapse

md2pdf-mcp

by chunliu

MCP Server for Markdown to PDF conversion.

chunliu/md2pdf

devcontainer-mcp

by vovayartsev-dice

A minimal MCP server that exposes a single bash tool to execute commands inside a devcontainer, returning real output and exit codes.

vovayartsev-dice/devcontainer-mcp

Onshape MCP Server

by gilfoyle19

Enables programmatic CAD modeling with Onshape through document discovery, parametric sketching, feature management, and gear creation.

gilfoyle19/onshapemcp

MCP-Based Weather Information System

by aryanmanral27

Provides current weather information for any location and generates AI-powered responses using Google Gemini through FastMCP.

AryanManral27/MCP-Based-Weather-Information-System

OpenProject MCP Server

by firsthalfhero

Enables AI assistants to interact with OpenProject installations for comprehensive project management, including creating projects and work packages, managing users and assignments, creating dependencies, and generating Gantt charts through natural language commands.

firsthalfhero/openproject-mcp-server

athena-mcp

by ampcome-mcps

Enables users to execute SQL queries, manage workgroups, databases, tables, and named queries in AWS Athena through natural language.

ampcome-mcps/athena-mcp

Sequential Thinking MCP Server

by badbboy

Facilitates structured, progressive thinking through defined cognitive stages (Problem Definition, Research, Analysis, Synthesis, Conclusion), enabling users to break down complex problems, track thought progression, and generate summaries of their thinking process.

badbboy/mcp-sequential-thinking

Local OneNote MCP

by peteroooooooo

A pure-local Microsoft OneNote MCP server for Windows that controls the OneNote desktop app through the local OneNote COM API without needing Azure, Microsoft Graph, API keys, or OAuth.

Peteroooooooo/local-onenote-mcp

harness_to_mcp

by on-panda

Exposes internal tools from agent harnesses (Claude Code, Codex, etc.) as a standard MCP server by intercepting LLM API calls.

on-panda/harness_to_mcp

Grafana FastMCP Server

by sandersouza

Enables MCP-compatible agents to interact with Grafana instances for searching, creating, and updating dashboards, exploring logs via Loki, querying datasources, managing alerts, incidents, and on-call shifts, and accessing observability data.

sandersouza/grafanaFastMCP

smplkit MCP Server

by smplkit

Enables AI agents to create, run, and monitor scheduled HTTP jobs on the smplkit platform via natural language commands.

smplkit/mcp

MCP stdio adapter

by jrderuiter

Expose a remote MCP server (HTTP) as a local stdio MCP server.

jrderuiter/mcp-stdio-adapter

ROI Agent MCP Server

by rogan297

Enables users to ask questions in Portuguese about marketing metrics (ROI, CAC, LTV, pipeline, channel attribution) by querying a marketing data warehouse through MCP tools.

rogan297/roi-agent-mcp

MCP Template

by xcollantes

A template repository for building Model Context Protocol (MCP) servers that enable LLM clients to interact with custom tools and services through standardized JSON-RPC communication.

xcollantes/mcp-template

desktop-organizer

by robwatsongtr

MCP server for organizing files on your Mac Desktop by automatically categorizing them into folders. Supports listing, previewing, and moving files into category folders (Images, Documents, Videos, etc.).

robwatsongtr/desktop-organizer-mcp

MCP Log Collector

by vignesh-viggypiggy

Enables remote log collection from Linux machines via HTTP/HTTPS, allowing clients like Claude Desktop to access and analyze system logs securely.

Vignesh-ViggyPiggy/mcp_logs_from_linux_machine

technical-impact-analyst

by gaells

Analyzes GitHub contributions and maps them to the Karpathy Skills framework, providing metrics, alignment scores, and executive summaries.

Gaells/mcp-github-performance-review

Datadog MCP Server

by harsh-gulhane

Enables AI assistants to query Datadog metrics, logs, monitors, security signals, and billing data through natural language.

harsh-gulhane/datadog-mcp-server

ortools-mcp

by iam-aditya

An MCP server that uses Google OR-Tools CP-SAT to find minimal corrections to variable values to satisfy a set of equations, useful for fixing misread data from OCR or forms.

iam-aditya/ortools-mcp

ServiceNow MCP Server

by shameerampcome

Enables Claude to interact with ServiceNow instances to manage incidents, service catalogs, workflows, and knowledge bases through the ServiceNow API. It supports comprehensive operations including record querying, script execution, and user management using various authentication methods.

shameerampcome/servicenow-mcp

US Healthcare Analytics

by ajhcs

13 MCP servers with 69 tools for US public healthcare analytics covering CMS, Census, BLS, and HRSA data.

ajhcs/healthcare-data-mcp

Python MCP Markdownify Server

by reasonz

Converts files (PDF, images, audio, DOCX, XLSX, PPTX) and web content (YouTube transcripts, Bing search, general pages) to Markdown via the Model Context Protocol.

reasonz/markitdown-mcp

MCP Server Basic Example

by aryansingh-ai

A basic MCP server that provides arithmetic tools (add, subtract) and a greeting resource, demonstrating core MCP concepts.

Aryansingh-ai/MCP_SERVER

Nonpayment Health MCP Server

by chweyun

Enables querying and analyzing non-reimbursable medical treatment costs in South Korea using the Health Insurance Review & Assessment Service API. Supports searching treatment codes, comparing hospital prices, regional statistics analysis, and finding cost-effective healthcare options.

chweyun/mcp-nonpayment-health

Simple MCP Server

by eshvargb

A simple MCP server that provides basic utility tools for text manipulation, file operations, and calculations, intended to be connected to Claude AI desktop app.

eshvargb/MCP_ClaudeAI

handson-coding

by jrjuni

Enables recording and analyzing coding practice attempts, comparing LLM verdicts with platform results, and gradually improving LLM judgment through correction rules.

JrJuni/handson-mcp

ChatSQL MCP Server

by thomasjerard

Enables natural language queries to PostgreSQL by converting questions to SQL using Google Gemini and executing via FastMCP.

thomasjerard/ChatSQL

mcp-gemini-google-search

by studykit

A Model Context Protocol (MCP) server that provides AI-powered Google search functionality using Gemini.

studykit/mcp-gemini-google-search

Equinox MCP Server

by s27183

An MCP server that provides LLMs with access to Equinox documentation and tools to validate Equinox module code. It supports both online documentation fetching from GitHub and offline access through local files.

s27183/equinox-mcp

TechMCP - PSG College of Technology MCP Server

by codit04

Enables AI assistants to access PSG College of Technology e-campus portal data including CA marks, attendance records, timetable schedules, and course information through natural language queries.

codit04/TechMCP

Amazon PA-API MCP Service

by jademind

Enables interaction with Amazon's Product Advertising API to search for and retrieve product information from Amazon marketplaces. Supports multiple Amazon regions and marketplaces with configurable host, region, and partner credentials.

jademind/mcp-amazon-paapi

mcp-esa-server-python

by scnsh

A Python-based MCP server that enables users to interact with the esa.io API for documentation management. It provides tools for retrieving user information and performing full CRUD operations on articles.

scnsh/mcp-esa-server-python

DataFlow MCP Server

by sreetarak2

A production-grade MCP server for secure MongoDB CRUD operations with filtering, pagination, health monitoring, and rate limiting.

SreeTarak2/dataflow_mcp

paper-search-mcp-gateway

by jaime5alvarez

FastMCP gateway that exposes paper-search-mcp as an HTTP MCP server, enabling search and download of academic papers from arXiv, PubMed, bioRxiv, medRxiv, and Google Scholar.

Jaime5Alvarez/paper-search-mcp-gateway

Slack MCP

by feamster

Read and respond to Slack from Claude.

feamster/slack-mcp

Evernote MCP Server

by kensou24

Enables Claude to interact with Evernote notes and notebooks, supporting full-text search, note operations (create, read, update, delete), and multiple output formats for both International Evernote and Yinxiang Biji.

kensou24/evernote-mcp

ProjectMemory

by bountyyfi

A proof-of-concept MCP server for security research demonstrating a multi-phase parasitic attack that disguises itself as a legitimate project memory tool while profiling users and executing cross-server shadowing attacks.

bountyyfi/ProjectMemory

uniprot-mcp

by fastmcp-me

Provides seamless access to UniProtKB protein data, enabling querying of protein entries, sequences, Gene Ontology annotations, and ID mappings through a typed, resilient interface.

fastmcp-me/uniprot-mcp

FastAPI Database MCP Server

by amararun

Provides read-only SQL query access to Postgres and DuckDB databases via MCP tools, with extensive security hardening for public endpoints.

amararun/shared-fastapi-database-mcp

newrelic-mcp-server

by vickykr26941

Provides New Relic observability tools for AI assistants, enabling discovery, data access, alerting, incident response, and performance analytics via natural language queries.

vickykr26941/newrelic-mcp-server

mcp-fabric

by rajivdatta

MCP server for managing Microsoft Fabric notebooks and Dataflow Gen2 via the Fabric REST API. Supports reading, creating, updating, running, and deleting items within workspaces.

rajivdatta/mcp-fabric

MCP OCR Server

by rjn32s

Extracts text from images using Tesseract OCR with support for local files, URLs, and raw image bytes. It provides production-grade OCR capabilities and multi-language support through the Model Context Protocol.

rjn32s/mcp-ocr

memorybank

by cognis-digital

Portable long-term memory store for agents, exposed over MCP.

cognis-digital/memorybank

Alpha Vantage MCP Server

by orishmila

A comprehensive MCP server that provides access to Alpha Vantage's financial data APIs, including stocks, forex, crypto, commodities, and economic indicators, enabling users to retrieve real-time quotes, historical data, technical indicators, and market intelligence through natural language.

OriShmila/alpha-vantage-mcp-server

AIChat MCP Server

by chandler-rj

将AIChat服务封装为MCP服务器，供Claude、Cursor等AI客户端调用，支持创建AI角色、管理会话、自动对话和搜索历史论战。

chandler-rj/AIChat-MCP

Peliqan

by peliqan-io

$2f

peliqan-io/mcp-server-peliqan