The MCP Trust Index.

Velociraptor MCP Server

by snoe-findley

Enables AI agents to interface with Velociraptor for digital forensics and incident response tasks, including file/memory scans, remediation actions, and artifact collection across multiple operating systems.

snoe-findley/mcp-velociraptor

Surfa MCP Server

by gamladz

Query your Surfa Analytics data using natural language through Claude Desktop, ChatGPT, or any MCP-compatible client. Turn your analytics into insights with AI.

gamladz/surfa-mcp

apple-health-mcp

by smarzola

Loads Apple Health export data into a local SQLite database and exposes tools to query health metrics and workout records via natural language.

smarzola/apple-health-mcp

pain001-mcp

by sebastienrousseau

A Model Context Protocol server that exposes the pain001 ISO 20022 Customer Credit Transfer Initiation library as agent tools, enabling AI assistants to generate and validate standardized payment XML messages.

sebastienrousseau/pain001-mcp

nanobanana-mcp-server

by quorumearth

MCP server for AI image generation using Google Gemini models with intelligent model selection between Flash and Pro, supporting aspect ratios and search grounding.

QuorumEarth/nanobanana-mcp-server

legal-mcp

by mcpservings

A remotely callable MCP server for US legal research that provides tools to search, retrieve, and analyze US case law from the CourtListener API, enabling agents to build evidence packs from primary sources without generating legal content.

MCPServings/legal-mcp

Minto Pyramid Sequential Thinking MCP Server

by jsagir

Enables complete Minto pyramid analysis through a 6-phase pipeline with sequential thinking, evidence gathering, and structured outputs.

jsagir/Mindrian_Minto-MCP

MCP Calculator Demo

by istabraqruhaili

A simple demonstration MCP server built with FastMCP that exposes basic calculator operations (add, subtract, multiply, divide) as tools for MCP clients like GitHub Copilot Agent mode.

istabraqruhaili/mcp-app

mcp-server-lightning-exec

by pdwi2020

Enables MCP-compatible assistants to execute Python code, files, and notebooks on Lightning.ai GPU Studios (T4, L4, A10G, A100, or CPU) without local GPU hardware.

pdwi2020/mcp-server-lightning-exec

Meraki Monitor MCP

by coozgan

Enables secure, read-only monitoring of Cisco Meraki networks, allowing AI agents to query real-time information on organizations, networks, devices, clients, and traffic without risk of configuration changes.

coozgan/meraki-monitor-mcp

Sample Python MCP Server

by kamath

Provide a Python-based MCP server implementation to enable integration of LLMs with external tools and resources. Facilitate dynamic interaction with data and actions through a standardized protocol. Simplify building MCP-compliant servers with Python tooling and CLI support.

kamath/sample-python-mcp

RescueTime MCP Server

by adelaidasofia

Provides Claude access to RescueTime productivity data, enabling users to query daily summaries, top activities, category breakdowns, and productivity trends through natural language.

adelaidasofia/rescuetime-mcp

mcp-goodpass-api

by eshwar-chandra

Enables AI assistants to interact with the GoodPass API for searching products, retrieving details, checking availability, pricing, and managing orders.

eshwar-chandra/mcp-goodpass-api

Infraveil MCP server

by infraveilhq

A hardened, self-hosted MCP server that lets AI agents query and govern an Infraveil control plane in-loop, reading state and filing deploy/remediation requests that require human approval.

infraveilhq/infraveil-mcp

NewsAgent Data MCP server

by newsagentdata

Enables querying scored and classified Russian and English news via MCP clients, offering filtered feeds, keyword search, breaking news, and coverage stats.

newsagentdata/newsagent-mcp

nango-mcp-server

by levsky22

MCP server for managing Nango environments, integrations, connections, and proxy requests. Provides tools for environment checks, integration management, connection handling, Connect sessions, and provider API calls through Nango Proxy.

LevSky22/nango-mcp-server

yandex-direct-mcp

by nikolaymokh-dev

A hardened MCP server for managing Yandex.Direct advertising campaigns with read-only defaults, write and finance capabilities optional, using OAuth authentication.

nikolaymokh-dev/yandex-direct-mcp

Kali Linux MCP Server

by rifkyekayama

An MCP server that integrates Kali Linux security tools with AI assistants, enabling security professionals to run penetration testing, vulnerability assessments, and generate reports through natural language commands.

rifkyekayama/kali-linux-mcp

MCP BigQuery Server

by mousten

Enables secure access to BigQuery datasets with intelligent query result caching, schema evolution tracking, and AI-powered query optimization recommendations through Supabase integration.

Mousten/mcp-bigquery-server

Wraith MCP Server

by yogevkr

Provides an MCP-native agent browser that enables autonomous agents to perceive and interact with web pages through stealth browsing, identity borrowing, and WAAP detection.

YogevKr/wraith

mcp-adf

by rajivdatta

Enables interaction with Azure Data Factory instances, allowing users to list, read, create, update, and trigger pipelines, datasets, linked services, and runs through natural language.

rajivdatta/mcp-adf

MCP C++ Analyzer

by cleardl

Provides precise C++ code semantic analysis for AI coding tools like Claude Code and Cursor by integrating clangd static analysis, enabling symbol definition lookup, reference tracking, and hover information.

cleardl/mcp-cpp-analyzer

Study Tools MCP

by francis-rf

An AI-powered study assistant that generates quizzes, flashcards, summaries, and concept explanations from study materials using the Model Context Protocol.

francis-rf/study-Tools-mcp-server

LocalData MCP Server

by chrisgve

Gives LLM agents access to local and remote data via databases, files, graphs, and structured documents, along with a full data science toolkit for analysis and modeling.

ChrisGVE/localdata-mcp

X64Dbg MCP Server

by baiyajin

Enables AI-assisted reverse engineering and debugging through x64dbg integration. Provides 40+ tools for breakpoint management, memory operations, register manipulation, code analysis, process control, and advanced debugging features.

baiyajin/x64dbg-mcp

bambam

by timtty

MCP server for agent-first Kanban board management, enabling agents to create, move, comment, and claim pebbles (cards) across statuses like requested, code_creation, testing, validation, and complete, with support for blocking, context feedback, and HIL (human-in-the-loop) transitions.

timtty/ai-kanban-bambam

BopMarket MCP Server

by mayankjanmejay

Enables AI agents to search, compare, buy, and sell products across multiple e-commerce platforms through 13 marketplace tools.

mayankjanmejay/bopmarket-mcp

PatchEvergreen MCP Server

by yourpropertyexpert

Provides breaking changes analysis for libraries across multiple languages, enabling version upgrade planning, dependency audits, and migration reports through MCP tool access and expert workflows.

yourpropertyexpert/PatchEvergreen-MCP-Server

mcp-server-starter

by kaiser9005

A small but real MCP server (FastMCP) with inventory management tools and a destructive action that requires human confirmation before executing.

Kaiser9005/mcp-server-starter

python-mcp-server

by aferreiraguido

Enables deterministic static analysis of Python code, providing tools to inspect classes, functions, imports, dependencies, and more, without executing the code.

aferreiraguido/python-mcp-server

python-mcp-server

by engineering-with-ai

A Model Context Protocol server that enables AI agents to query a Graphiti knowledge graph and pgvector document store for evidence-backed responses via hybrid search and RAG.

engineering-with-ai/python-mcp-server

EduChain MCP Server

by sahilverse-web

Integrates the EduChain library with Claude Desktop to generate educational content such as multiple-choice questions, lesson plans, and flashcards. It utilizes Gemini LLMs through LangChain to provide local and secure content generation tools.

Sahilverse-web/mcpeduchain

ppk2-mcp

by ultrahuman-tech

MCP server for Nordic Semiconductor's Power Profiler Kit II (PPK2), enabling current measurement and device control via 12 tools from Claude.

Ultrahuman-tech/ppk2-mcp

Highway MCP

by rodmena-limited

Enables any MCP host to drive durable, always-on agents that run server-side on the Highway Workflow Engine via three tools: run_goal, get_status, and approve.

rodmena-limited/highway-mcp

sanban

by aancw

Enables AI agents to manage kanban boards with tasks, including creating boards, items, moving between columns, and searching.

aancw/sanban

colab-mcp (enhanced fork)

by sebastiangilpinzon

Enhanced fork of Google's Colab MCP, pre-registers all 7 notebook tools at startup (get_cells, add/run/update/delete/move_cell, add_text_cell), adds programmatic GPU control (T4/L4/A100) via OAuth, and fixes the "Disconnected from local server" issue with IPv4-only bind, PNA CORS headers, and stale-tab dedup. Works on Chrome, Edge, Windows, macOS, Linux.

SebastianGilPinzon/colab-mcp

clbench-fireworks-rft

by sr-networks

Enables reinforcement fine-tuning of Qwen3-8B on the CLBench poker task using the eval-protocol MCP-Gym framework on Fireworks infrastructure, with structured tool calls via MCP.

sr-networks/clbench-fireworks-rft

mcp-airq

by corantgmbh

MCP server for air-Q air quality sensors, enabling querying and configuring devices on the local network.

CorantGmbH/mcp-airq

shoumikdc/arXiv-mcp

by shoumikdc

Discover the latest arXiv papers by category and keyword. Control how many results you get to spee…

shoumikdc/arXiv-mcp

openai-image-gen

by bookandmusic

Exposes multiple image generation backends as independent MCP tools for generating images with configurable models and parameters.

bookandmusic/mcp-openai-image-gen

IndiaQuant MCP

by sowjanya5751

IndiaQuant MCP is a real-time AI-powered market intelligence system that provides live stock data, trading signals, options analytics, sentiment analysis, and portfolio simulation using free APIs.

sowjanya5751/indiaquant-mcp

ruanyifeng-weekly-mcp

by keenturbo

Enables searching ruanyifeng's weekly GitHub issues and returning a Markdown list with summaries.

keenturbo/ruanyifeng-weekly-mcp

mcp-fetch-patents

by clankercode

Enables fetching patents from multiple global sources by patent ID, returning PDF, Markdown, and metadata with automatic caching.

clankercode/mcp-fetch-patents

pymdu

by rupeelab17

Enables Claude Desktop or Gemini CLI to communicate with PyMDU, allowing analysis and processing of urban data using PyMDU tools through natural language commands.

rupeelab17/mcp_pymdu

screenshot-mcp

by ibuildrun

MCP server for capturing screenshots of desktop windows on Windows. Allows AI assistants to see what's on screen for UI development, debugging, and iterating on designs.

ibuildrun/screenshot-mcp

Context Pilot

by applehell

MCP server providing persistent, searchable memory management for AI workflows, enabling Claude Code to store, retrieve, and organize context through CRUD operations and knowledge tools.

applehell/contextpilot

twitter-mcp

by frozen-cherry

Enables Claude to search tweets, analyze user profiles, and retrieve timelines via the SocialData API.

frozen-cherry/claude-mcp

SQL-Transpiler MCP Tool

by baronco

Converts SQL queries between different database dialects using the sqlglot library to ensure cross-system compatibility. It allows users to list supported dialects and transpile SQL code from one syntax to another through the Model Context Protocol.

Baronco/SQL-Transpiler-MCP-Tool

geoanalisis-mcp

by alexrobl

Enables reading and analysis of vector spatial data through Claude Desktop, supporting formats like FileGDB, Shapefile, GeoJSON, and GeoPackage with tools for layer listing, schema inspection, field statistics, feature extraction, and interactive map rendering.

alexrobl/geoanalisis-mcp

RepoMap

by tusharkarkera22

Provides AI assistants with a structured, token-efficient map of a codebase's symbols, dependencies, and relationships via MCP tools like overview, query, and impact analysis.

TusharKarkera22/RepoMap-AI