The MCP Trust Index.

playwright-mcp-example

by nektoneo

NektoNeo/playwright-mcp-example

Jira

by chase-bullock

Integrates with the Jira API, enabling JQL searches and issue detail retrieval for AI-assisted project management and issue tracking workflows.

chase-bullock/python-jira-mcp

mcp-primer

by austenstone

An MCP server that enables AI models to render GitHub's Primer React components directly within chat interfaces using a JSON component tree. It provides tools to list available components and display interactive UI elements with full GitHub theming support.

austenstone/mcp-primer

tasqr-mcp

by tasqrai

Enables task state management for AI agents with secure credential handling and optional client-side encryption via a local stdio proxy.

tasqrai/tasqr-mcp-python

iceberg-mcp-server

by dragonejt

MCP Server for Apache Iceberg

dragonejt/iceberg-mcp-server

HCM-LLM MCP Server

by crosstraffic

A FastAPI-based server that enables AI assistants to perform Highway Capacity Manual (HCM) transportation engineering calculations and semantic searches over HCM documentation. It provides specialized tools for complete Chapter 15 two-lane highway analysis following standard engineering methodologies.

crosstraffic/highway-capacity-manual-mcp

MedSci Agent

by omar-a-hassan

An open source biomedical research agent that provides LLMs with 28 tools for drug discovery, protein analysis, literature search, medical imaging, omics, and sandbox execution, all running locally via Ollama and MedGemma.

omar-A-hassan/medsci-agent

OrgX for DeepSeek Harness Plugin

by useorgx

Adds OrgX MCP tools to a DeepSeek Harness profile and runs a workspace-bound OrgX gateway peer through Harness headless mode.

useorgx/orgx-deepseek-harness-plugin

Open Banking MCP Server

by tkom04

Enables interaction with bank accounts via TrueLayer API, supporting listing accounts and retrieving transactions.

tkom04/openbankingMCP

retail-reason-plugins

by retailreason

Thin clients for Retail Reason: a Claude Code plugin, a Codex CLI config, and the public capability map for the hosted MCP service that answers Walmart and Sam's Club supplier, Walmart Marketplace seller, and broker questions. Paid plan required.

RetailReason/retail-reason-plugins

AgentPact/mcp

by agentpact

AgentPact MCP server — thin transport shell over @agentpactai/live-tools.

AgentPact/mcp

Aperture

by christopherdownie

Webcam gesture-controlled chart exploration built on Vela, with LuxAlgo Library MCP references.

ChristopherDownie/Aperture

Modular RAG MCP Server

by holysmiles

A pluggable, observable modular RAG service framework that exposes tools via MCP protocol for AI assistants, supporting hybrid search, reranking, multi-modal processing, and evaluation.

Holysmiles/LH_RAG_MCP_server

apache-atlas-mcp

by danmeon

Connects LLM agents to Apache Atlas for searching, tracing lineage, and managing metadata. Read-only by default, with optional write mode for creating entities and classifications.

DanMeon/apache-atlas-mcp

pwndbg-mcp

by liert

Enables AI agents to control pwndbg for collaborative debugging with real-time state synchronization and full GDB/pwndbg command support.

liert/pwndbg-mcp

PCAP-MCP-Server

by mohamedaslam227

Mohamedaslam227/PCAP-MCP-Server

dibs

by agenxy

Keeps your agents in the loop about each other. See what the fleet is doing, then message, sync and send files between agents. Dibs reports; it never acts.

Agenxy/dibs

benchledger

by newtonlorenz

Self-hosted maker workspace for inventory, BOMs and build guides, with STEP/GLB/STL assembly views and a shared API for people and MCP agents.

newtonlorenz/benchledger

elepha

by aldanux

Local memory across Claude Code, Codex (CLI & Desktop) and more. Reads your transcripts, serves context via MCP.

aldanux/elepha

stealth-startup-pydanticai-github-agent

by riptide-06

Stealth Startup agent: PydanticAI issue-triage agent on GitHub's hosted MCP endpoint with structured output and an exit-code error taxonomy

riptide-06/stealth-startup-pydanticai-github-agent

multi-gmail-mcp

by japan08

Multi-account Gmail MCP server that lets assistants scan inbox, read threads, draft and send emails only after human approval, and manage follow-up reminders.

japan08/MCP-server

VSCode Debug MCP

by primax79

Exposes VS Code's Debug Adapter Protocol as MCP tools, enabling AI coding agents to set breakpoints, step through code, inspect variables, and read exceptions in a real debug session.

primax79/vscode-mcp-dap-debugger

apple-health-semantic-mcp

by barbaroso

Query Apple Health export data with an LLM via a semantic layer that avoids common data traps, enabling accurate natural-language queries about health metrics. Optionally imports CPAP therapy data for correlation.

Barbaroso/apple-health-semantic-mcp

Apify MCP Server

by inapp-mobile

Enables AI assistants to use thousands of Apify Actors for web scraping, data extraction, and automation via the Model Context Protocol.

INAPP-Mobile/apify-mcp-server-railway

MCP HTTP Proxy

by pintaai

Exposes any stdio-based MCP server to the internet via HTTP/SSE transport, enabling remote agents to access MCP tools over a network.

PintaAI/mcp

Minimal MCP Server for AutoCAD DWG

by jooseokkim-dl

A FastAPI-based MCP server scaffold designed to extract material tables from AutoCAD DWG files. It enables users to automate CAD data processing by configuring drawing folder paths and layer-specific extraction parameters.

JooseokKim-DL/MCP-for-MS-Copilot-Agenthon

playwright-mcp-server

by davidandrews1980

Deploys a stateless remote MCP server on Cloudflare Workers without authentication, enabling tools to be used with Cloudflare AI Playground or local clients like Claude Desktop.

davidandrews1980/playwright-mcp-server

arxiv-personalized

by returnsgd

Transforms Chinese queries into ranked arXiv paper recommendations, with translation and semantic reranking, exposed as an MCP endpoint for AI agent integration.

returnSGD/arxiv_MCP

mcp-auth-proxy

by bobtheskull-flameeyes

Authenticating reverse proxy for MCP servers providing credential isolation, OAuth2 token management, and composite tool aggregation.

bobtheskull-flameeyes/mcp-auth-proxy

Prompt Bookmarks

by nika-is-nika

Enables users to organize, search, and manage a shared library of prompts across AI tools via the Model Context Protocol. It supports hierarchical folder organization, tagging, and template variable substitution for dynamic prompt generation.

nika-is-nika/prompt_bookmarks

subtext

by brunogupa

The faithful subtitle track, for Mexican Spanish — every rendering retrieved from 103.6M subtitle pairs in ClickHouse and citable by the line it came from.

BrunoGupa/subtext

nest-mcp-sse

by hxiny499

基于nest快速开发sse mcp server

HxinY499/nest-mcp-sse

mcp-tap

by felipestenzel

Enables AI assistants to discover, install, configure, and manage MCP servers through natural language conversation, automating tedious manual setup across multiple clients.

felipestenzel/mcp-tap

Code Reviewer Fixer Agent

by gokborayilmaz

This AI agent analyzes code repositories, detects potential security vulnerabilities, reviews code quality, and suggests fixes based on Sentry error logs using Sentry and GitHub MCP servers!

gokborayilmaz/code-reviewer-fixer-agent

requarks-wiki-mcp

by uyu423

An MCP server that enables AI agents to interact with Wiki.js as a knowledge base through a comprehensive set of 29 tools for content retrieval and management. It supports full-text search, page versioning, and asset browsing with optional write operations secured by safety gates.

uyu423/requarks-wiki-mcp

observatory-python-sdk

by amannhq

Observatory provides lightweight, zero-configuration observability for Model Context Protocol (MCP) servers. Track performance metrics, protocol messages, errors, and user behavior without modifying your existing MCP server implementation.

amannhq/observatory-python-sdk

StateWeave

by gdwn-bldr

Cross-framework cognitive state serializer for AI agents. Export, import, and diff agent state across 10 frameworks.

GDWN-BLDR/stateweave

purrsonality-seller-agent

by kapoost

Production-grade AdCP seller agent reference implementation. Bun + @adcp/sdk 7.11.0 + Postgres + Fly.io. Deployed at https://purrsonality.pages.dev. Storyboard baseline: 131 passed / 1 failed / 53 skipped.

kapoost/purrsonality-seller-agent

mcp-server

by gleanwork

gleanwork/mcp-server

Vue Docs MCP

by joelbarmettleruzh

Provides AI assistants with up-to-date Vue ecosystem documentation through the Model Context Protocol, enabling semantic search, API lookup, and cross-framework references.

joelbarmettlerUZH/vue-mcp

Illuminate MCP Server

by shurrey

Local-first MCP server for querying Anthology Illuminate data in Snowflake, with interactive MCP App dashboards that render directly in the conversation.

shurrey/illuminate-mcp-opensource

useshortcut/mcp-server-shortcut

by useshortcut

Shortcut MCP Server

useshortcut/mcp-server-shortcut

reflens

by cybertronayush

An MCP server that indexes reference repositories and provides tools for AI coding agents to retrieve lossless code context, enabling reasoning over codebases larger than the agent's context window.

cybertronayush/reflens

ms365-mcp-server

by crymee

crymee/ms365-mcp-server

durable-mcp-client

by ruoyu-lu

Client-side persistence, recovery, and result delivery for long-running MCP tasks.

ruoyu-lu/durable-mcp-client

jira-server-mcp

by zhao1749501038

Zero-dependency MCP server for self-hosted Jira Server/Data Center that supports Basic Auth and PAT, enabling JQL search, issue creation/update, comments, transitions, and assignment on Jira 8.x including pre-8.14.

zhao1749501038/jira-server-mcp