The MCP Trust Index.

Document Q&A MCP Server

by divyanshedunext

Enables users to ingest PDF/DOCX/TXT/MD documents and ask natural language questions about them, using local embeddings and Groq-powered retrieval-augmented generation.

Divyanshedunext/MCP-Server

Scout

by duguobao812718-wq

Enables AI agents to perform comprehensive search across 27 search engines including web, academic, code, community, package managers, video, images, podcasts, and maps, with multi-modal support, caching, and security features.

duguobao812718-wq/scout

PII Redaction MCP Server

by aammasa

Enables AI agents to redact PII from text, summarize redacted content, and manage custom redaction patterns across multiple languages.

aammasa/cms-ai-pii-redaction-service

StudyBuddy

by ankitbelbase17

An educational MCP server demonstrating the MCP protocol with simple tools like rolling dice and returning vocabulary words.

ankitbelbase17/mcp-demo

dingjie-erp-mcp

by bluewms

Enables AI assistants to query and operate Dingjie ERP system via natural language, covering procurement, sales, and material management.

bluewms/mcphub-erp

coding-os

by kouroshez

MCP server for coding-os, a cognitive operating system that gives AI agents memory, structure, and discipline. It exposes tools for project management, task tracking, knowledge graphs, and cognition traces to Claude Code and Codex.

kouroshez/coding-os

Glanser Guidelines MCP Server

by vbridge7

Provides semantic search over a team's coding guidelines corpus using FastMCP, ChromaDB, and sentence-transformers. Enables fully offline operation with tools for searching, browsing, and filtering guidelines by scope.

Vbridge7/MCP-server

apple-health-fly-mcp

by fjcabello

MCP server that enables LLMs to query Apple Health data such as steps, heart rate, sleep, and workouts via natural language, with secure cloud access through OAuth.

fjcabello/apple-health-fly-mcp

yandex-station-mcp

by yasg1988

MCP server to control Yandex Station speakers with Alice: manage music, radio, volume, playback, TTS, timers, alarms, reminders, and smart home scenarios via text commands or predefined tools.

yasg1988/yandex-station-mcp

Israel Weather MCP

by avigail120

Enables LLMs to fetch Israeli weather forecasts by automating a browser to navigate Weather2Day, providing tools for city search and content extraction.

AVIGAIL120/weather-israel-mcp

local-stdio-mcp

by liuwanfu

A minimal and extensible local MCP server that provides core utilities like ping and echo alongside a file search tool integrated with the Everything CLI. It enables fast local file searching and service testing through a standardized stdio transport layer.

liuwanfu/myMcp

pdns-mcp-server

by bblrlo

MCP server for managing PowerDNS DNS records through the PowerDNS-Admin API. Supports listing zones, getting zone details, and creating, updating, deleting DNS records.

bblrlo/pdns-mcp-server

Portfolio MCP Server

by hqvinh

Exposes portfolio data (e.g., work experience) from a Postgres database as MCP tools, allowing Claude to answer questions about the portfolio without manual context pasting.

HQVinh/hq-portfolio-mcp

bhinneka

by tistaharahap

MCP server providing flight search, web search, URL fetching with JS rendering, and documentation search tools.

tistaharahap/bhinneka-mcp

pax8-mcp

by mspbotsai

Stateless HTTP MCP service that exposes the Pax8 Partner API as tools for AI assistants to query companies, subscriptions, invoices, orders, products, and usage data.

MSPbotsAI/pax8-mcp

Discord MCP Server

by elyxlz

Enables LLMs to read messages, discover channels, send messages, and monitor Discord communities using web scraping without requiring bot permissions or API tokens.

elyxlz/discord-mcp

MCP_IDMC

by deepa-s-chebbi

A FastMCP server that exposes Informatica IDMC Data Integration APIs as MCP tools, allowing AI agents to query, run, and monitor CDI mappings through natural language.

Deepa-S-Chebbi/MCP_IDMC

mcp-store

by ehewes

Aggregates multiple MCP servers and custom Python tools behind a single endpoint, with intelligent context and tool discovery for AI agents.

ehewes/mcp-store

agentic-commerce

by sunilvarun

A custom MCP server that turns Claude into an agentic shopping assistant for searching products, comparing options, managing a cart, and checking out with built-in guardrails for safe autonomous commerce.

sunilvarun/agentic-commerce-mcp

agentic-k8s-aiops

by yuankraj

An MCP server for autonomous Kubernetes troubleshooting and remediation. It enables continuous cluster monitoring, local AI-powered diagnosis via Ollama, and automated kubectl-based fixes.

yuankraj/agentic-k8s-aiops

Google Workspace CRM MCP Server

by aliomranih

A Python MCP server that provides a lightweight CRM by integrating Google Sheets, Gmail, and Google Docs for contact management, email communication, and document creation. It features 30 specialized tools, OAuth2 endpoint protection, and a comprehensive audit logging system.

aliomraniH/modern_CRM_MCP

camoufox-mcp-python

by zc-libre

An MCP server that provides browser automation with anti-detect fingerprinting, accessibility snapshots, and ref-based element targeting, powered by Camoufox.

zc-libre/camoufox-mcp-python

TalkGuard (톡가드)

by leejinhoe

A Korean-centric MCP server that detects promise and schedule conflicts before sending messages, enabling users to review message drafts against stored commitments and conversation context.

Leejinhoe/kakao_mcp_secretary

debugpy-mcp

by will-garrett

An MCP server that enables agents to attach debugpy to running Python processes inside Docker containers for enhanced debugging and inspection. It provides tools for container autodiscovery, process injection, and generating breakpoint plans based on logs and metadata.

will-garrett/debugpy-mcp

mcp-ready-data-discovery-tool

by awesome0w

Enables local data discovery by indexing metadata from SQLite, CSV, and Markdown sources, providing hybrid keyword and TF-IDF semantic search via MCP tools (listSources, indexSource, search, getSchema) and a REST API.

awesome0w/mcp-ready-data-discovery-tool

ONS Baby Names API MCP Server

by henryjameslau

Enables querying England & Wales baby names data from ONS birth registrations, including top names, popularity trends, geographic breakdowns, and similar names.

henryjameslau/ons-baby-names-api-mcp

HealthCovered ACA MCP

by hillsidecoastal-glitch

Enables AI assistants to check ACA subsidy eligibility, get enrollment dates, and provide HealthCovered contact information for free assistance.

hillsidecoastal-glitch/healthcovered-mcp

outlook-mcp

by jagarlamudisrinath

Controls the Microsoft Outlook desktop app via COM automation, enabling email, calendar, and contact management without needing Graph API or Azure registration.

jagarlamudisrinath/outlook-mcp

Musicians MCP

by rachadchazbek

A Python MCP server for managing a classical musicians database in Supabase/PostgreSQL, enabling search, review, and enrichment of musician profiles from MusicBrainz and Wikidata.

rachadchazbek/Musicians-MCP

OmniDocs MCP

by yogesh-g-3468

An intelligent MCP server that enables AI agents to crawl, index, and semantically search official framework documentation using local RAG. It prevents hallucinations by providing precise, up-to-date documentation excerpts directly into the AI's context window.

Yogesh-G-3468/omnidocs-mcp

mitmproxy-mcp

by u33pk

A lightweight MCP server built on mitmproxy that lets LLMs capture, inspect, replay, and modify HTTP traffic through a set of focused tools.

u33pk/mitmproxy-mcp

Name: CryptoScholar

by cryptographer11

Crypto technical analysis inside Claude. Get live TA from Binance (EMA, RSI, MACD, ADX, TSS score), macro market context (ARS/MRS scores), coin ranking, and a grounded bull/bear debate — no chart-switching needed.

cryptographer11/cryptoscholar

MCP Weather Forecast Server

by yeudit-grayover

Enables LLMs to retrieve weather forecasts for Israeli cities via browser automation and USA weather via API, maintaining state across tool calls for sequential operations.

Yeudit-Grayover/mcp

claude-aws-mcp

by chyang222

Enables natural language control of AWS resources (EC2, Security Groups, S3, Bedrock, etc.) directly from Claude Desktop or Claude Code.

chyang222/MCP_Project_AWS

mastodon-mcp-server

by vitexsoftware

Comprehensive MCP server for Mastodon integration, enabling AI assistants to read timelines, post statuses, manage accounts, search, and more on any Mastodon instance.

VitexSoftware/mastodon-mcp-server

Facebook Ads MCP Server

by david-mo

Connects AI assistants to Facebook's Ads API to enable natural language queries for campaign data, insights, and performance metrics. It allows users to manage ad accounts and retrieve detailed analytics like impressions, clicks, and spend through MCP-compatible interfaces.

David-mo/fb-ads-mcp-server

ELS MCP server

by bothness

Enables LLM agents to query the Explore Local Statistics API for local area data like employment rates and demographics.

bothness/els-mcp-poc

sentor-mcp

by nikx-tech

Connects entity-based sentiment analysis, document clustering, and topic naming to MCP-compatible AI assistants.

NIKX-Tech/sentor-mcp

Nexla DocQA MCP Server

by anantasingh

Enables natural-language question answering over financial annual reports with source-attributed answers, supporting hybrid retrieval and grounded abstention.

AnantaSingh/nexla-docqa-mcp

mcp-docpilot-server

by shishirreddyyk

An MCP server that exposes document retrieval as tools (semantic search and source listing) for any LLM, using a vector index built from DocPilot's ingestion pipeline.

shishirreddyyk/mcp-docpilot-server

canvas-mcp-server

by smrik

Enables AI assistants to automatically pull Canvas LMS course materials into Obsidian, syncing files, assignments, grades, and announcements organized by course and module.

smrik/canvas-mcp-server

Prowler MCP Server

by comprowler

Enables analysis of Prowler security scan results, providing detailed security analysis, security summary, and file retrieval capabilities.

comprowler/project_compler

Canvas LMS MCP Server

by adityas0604

Connects Claude AI to your Canvas LMS account, enabling natural language interaction with coursework including assignments, grades, announcements, and calendar.

adityas0604/MCP-Canvas

GoCanvas MCP Server (read-only)

by kbates97

Exposes read-only GoCanvas API v3 endpoints as MCP tools, enabling listing and retrieval of forms, submissions, reports, and reference data.

kbates97/GoCanvas-Readonly-MCP

Seedance Polza MCP Server

by ivanantigravity-lgtm

Generates videos using bytedance/seedance-2 models on Polza.ai, supporting text-to-video and image-to-video with polling for completion.

ivanantigravity-lgtm/seedance-polza-mcp-server

ouro-mcp

by ourofoundation

MCP server for the Ouro platform, enabling AI agents to search, read, query datasets, create content, and execute API routes on Ouro through the Model Context Protocol.

ourofoundation/ouro-mcp

personal-context

by amr05008

Enables LLMs to access a user's personal writing context—voice, style, opinions, expertise, projects, and communication patterns—via curated markdown files, helping the LLM match the user's voice when generating written content.

amr05008/personal-context