The MCP Trust Index.

hello-mcp

by jackdrakes

A simple MCP server that provides a greeting tool using FastMCP, with support for both local and containerized deployment.

Jackdrakes/hello-mcp

developer-presence-mcp

by enjoykumawat

Enables querying GitHub repos and stats, and managing DEV.to articles (list, create, update) through natural language.

enjoykumawat/developer-presence-mcp

FastAPI Knowledge Base MCP Server

by pedroct

Provides RAG-based FastAPI documentation retrieval and project introspection tools via MCP, enabling LLMs to query reference docs, symbols, and project OpenAPI specs.

pedroct/fastapi-llm-toolkit

MCP-Server

by surbhimotghare

Enables web search via Tavily API and URL shortening with custom aliases and fallback services.

surbhimotghare/MCP-Server

obsidian-mcp-server

by dusanmilic

MCP server that provides natural language access to an Obsidian vault, enabling reading, searching, listing, and creating notes.

DusanMilic/obsidian-mcp-server

chrome-devtools-mcp-fork

by withlinda

Enables debugging of web applications by connecting Claude to Chrome's developer tools through MCP, allowing network monitoring, console inspection, and performance analysis via natural language.

withLinda/chrome-devtools-mcp-fork

frida-mcp

by neeetman

A simple MCP server exposing persistent, scriptable Frida dynamic instrumentation to an AI agent for Windows reversing, malware/security analysis, and dynamic debugging.

neeetman/frida-mcp

circuit-signal

by johncarpenter

AI Driven temporal analysis

johncarpenter/circuit-signal

GW2 MCP Server

by guild-wars-mcp

An MCP server that answers Guild Wars 2 questions by searching the official wiki and GW2 API, with citations.

Guild-Wars-MCP/GW2_MCP

postgres-mcp-server

by abdulsammad-lgtm

Enables AI assistants to securely interact with PostgreSQL databases through a standardized MCP interface, supporting SQL queries, schema inspection, and database management.

abdulsammad-lgtm/postgres-mcp-server

TrainingPeaks MCP Server

by banananovej-chuan

A Model Context Protocol server for TrainingPeaks with an analytics focus — enabling real-time querying of training data, performance trends, CTL/ATL/TSB analysis, and training load optimization through Claude Desktop.

banananovej-chuan/tp-mcp-server

core-context

by zotoio

A local MCP server that semantically searches Markdown context files and extension context links, providing tools for context_search, context_read, and context_status.

zotoio/cursor-symlink-ext-context-mcp

Codex Orchestrator

by bedonweekends

Enables safe, isolated Codex implementation runs with planning approval, verification, and bounded fixes, without merging or pushing code automatically.

bedOnWeekends/codex-mcp

credence

by lakshmi-chakradhar-vijayarao

Tracks uncertain values stated by the user and blocks model writes that embed unverified values until confirmed.

Lakshmi-Chakradhar-Vijayarao/credence-ai

PacketMaster

by jctechbr

MCP server for network-troubleshooting PCAP analysis via tshark, enabling users to analyze PCAP files, detect anomalies, and troubleshoot network issues.

Jctechbr/PacketMaster

clockify-mcp

by antuking

MCP server for Clockify time tracking, enabling CRUD operations on workspaces, projects, tasks, clients, tags, users, and time entries.

antuking/clockify-mcp

n8n MCP Server

by tommytang2414

Enables AI assistants to securely manage n8n workflows, executions, and credentials with enterprise-grade security features like TLS enforcement and audit logging.

tommytang2414/n8n-mcp-server

fairchem-mcp

by jkitchin

An interactive MCP server for FAIRChem and ASE simulations that allows LLM agents to load a model once and steer relaxations, MD, NEB, phonons, and minima searches mid-flight, with live monitoring and code introspection.

jkitchin/fairchem-mcp

MCPSec

by mcp-shark

A security linter for MCP that audits other MCP servers for compliance with the MCP specification and OWASP security standards, providing detailed findings and remediation.

mcp-shark/MCPSec

Imagen MCP Server

by adamryczkowski

Enables image generation using Google's Imagen and other AI models through Nexos.ai platform. Supports single and batch image generation with various quality settings and model options.

adamryczkowski/Imagen-MCP

PPT Design MCP

by lgh112

Template-driven PowerPoint design MCP server for Windows, enabling slide creation and manipulation via COM automation.

lgh112/ppt-design-mcp

dirigera-mcp

by david-s-svedberg

An MCP server that lets an MCP client control IKEA TRÅDFRI smart plugs paired to a DIRIGERA hub via its local REST API.

david-s-svedberg/ikea-mcp

numbers-cli

by indiebrain

Enables AI agents to create, read, view, and edit Apple Numbers spreadsheets through the Model Context Protocol, leveraging both a parser engine and the Numbers application for formula evaluation and export.

indiebrain/numbers-cli

Hermes MCP Server

by techmystoredigital

Connects Claude to a Nextcloud-hosted Obsidian vault, enabling team members to search, read, list, and get status of notes using existing seats with no API cost.

techmystoredigital/hermes-mcp

Fabric MCP Server - PowerBI Report Creator

by lngu

Enables AI agents to deploy Power BI reports to Microsoft Fabric by automating data loading from CSV, creating semantic models, and generating report visuals.

LNGU/fabric-mcp-server-powerbi-creator

gong-nl-db-mcp

by andyhorvitz

Enables read-only querying of the gong-nl-db Postgres database through natural language via Claude Desktop.

andyhorvitz/gong-nl-db-mcp

Personal Task Manager MCP

by aiarghya1

Enables AI assistants to manage tasks with full lifecycle support including due dates, priorities, tags, subtasks, and project lists via 19 SQLite-backed MCP tools.

aiarghya1/personal-task-manager-mcp

KG Memory

by belindamo

An MCP server that implements a heavily typed knowledge graph memory system with AI-powered entity and relation extraction, enabling structured knowledge storage and retrieval from unstructured text using predefined or custom ontologies.

belindamo/kg_mem

contest-mcp-server

by ugori2

MCP server for searching and retrieving Korean contest information. Provides tools to search contests by keyword/category, get details, list categories, and find deadlines.

ugori2/contest-mcp-server

MCP Python Server

by nikhilbansalv

A Python-based MCP server that exposes SQLite database CRUD and search operations on Users, Products, and Orders as tools for AI clients like Claude Desktop.

NikhilBansalv/MCP-Python-Server

MCP Server Framework

by tim-akkio

A general-purpose MCP server that provides utility tools for echo, date/time, and file operations within Claude Code and Claude Desktop. It functions as an extensible framework designed to help developers easily build and register custom Python-based tools.

tim-akkio/mcp-server

ParentSquare MCP

by chengeusa3

MCP server that gives Claude read access to your ParentSquare parent account, enabling queries about school posts, calendars, messages, directory, signups, forms, payments, and files. It also parses image/PDF attachments so calendar flyers are accessible.

chengeusa3/parentsquare-mcp

yts-mcp

by josetonyp

MCP server for fetching YouTube video transcripts and metadata using yt-dlp. It provides tools for transcript retrieval, subtitle listing, video info, and cookie management to bypass YouTube rate limits.

josetonyp/yts-mcp

greenroom

by chrisbrickey

An entertainment recommender MCP server that integrates with TMDB to help agents discover films and television shows based on genre, release year, and language. It also includes utilities for comparing multi-agent LLM responses and analyzing entertainment industry data.

chrisbrickey/greenroom

ableton-mcp

by amamparo

MCP server for controlling Ableton Live, enabling AI assistants to interact with Live sessions through tools for track/clip/scene management, playback control, and device parameter adjustments.

amamparo/ableton-mcp

Hevy MCP

by zachsai

An MCP server that connects AI clients to the Hevy workout tracking app, allowing users to manage routines and exercises. It enables reading workout history and logging new fitness sessions through simple natural language commands.

zachsai/hevy-mcp

Dynamics MCP Server

by kavingas

MCP server to query Microsoft Dynamics 365 CRM records and support workflows using streamable HTTP transport.

kavingas/dynamics-mcp

Multi-Database CRUD MCP Server

by vinay5199

Exposes typed MCP tools for product CRUD operations, supporting SQLite, PostgreSQL, and planned MySQL.

vinay5199/mcp_poc

bbagent

by laggyson

Autonomous ESPN Fantasy Baseball manager that optimizes lineups, handles waivers, and proposes trades using live stats.

LaggySon/bbagent

inktomd MCP Server

by hadirizvi093

Convert any file or URL to clean AI-ready Markdown directly from Claude, Claude Code, Cursor, or any MCP-compatible AI agent.

hadirizvi093/inktomd-mcp

VLSI Formal Verification MCP Server

by rahulbalhotra

Enables LLMs to interact with hardware designs (Verilog/SystemVerilog), formal verification tools, waveform logs, protocol specifications, and bug databases through 34 structured tools.

rahulbalhotra/VLSI-MCP

boc-mcp

by zhanghan5

MCP server for BeyondContainer platform, enabling LLMs to query clusters, nodes, workloads, images, monitoring, and security scans via 58 tools.

zhanghan5/boc-mcp

workshops

by unionai

unionai/workshops

Nümtema Private Knowledge MCP

by creativityliberty

Enables users to build and query a private knowledge base by uploading documents, which are embedded and stored locally, then accessible via MCP for semantic search and retrieval.

Creativityliberty/mcpknowedge

OpenCode MCP Gateway

by gjabdelnoor

Exposes local OpenCode instances as remote MCP servers for Claude and ChatGPT, enabling terminal access, session management, and interactive human-in-the-loop workflows. It simplifies deployment for local machines using Cloudflare Tunnels to provide secure public connectivity and OAuth support.

gjabdelnoor/opencode-mcp-gateway-cloudflare-desktop

MCP Orders Server

by connect-abdullah

A practice project that enables users to create and list orders within an in-memory system using MCP tools. It is designed to demonstrate how to integrate the Model Context Protocol with clients like Cursor using the FastMCP framework.

connect-abdullah/simple_orders_mcp

GitHub MCP Server

by ameyg23

Enables natural language interaction with GitHub through an MCP server. Supports reading repos, issues, and PRs, as well as creating and editing issues with user confirmation.

ameyg23/githubMcpServer

LangChain MCP Demo

by shafeequealipt-dotcom

Enables grounding AI responses in a local document corpus by exposing MCP tools to list, search, and summarize documents, and generating answers using OpenAI.

shafeequealipt-dotcom/LangChain-MCP