The MCP Trust Index.

OpenProject MCP Server

by franco-lamas

Enables AI agents to manage OpenProject projects, work packages, activities, and wiki pages through the Model Context Protocol.

franco-lamas/openproject-mcp-server

Chain of Draft

by bsmi021

Enables iterative reasoning through structured drafts with explicit reasoning chains, allowing for focused critiques and targeted revisions to improve problem-solving quality through systematic refinement.

bsmi021/mcp-chain-of-draft-server

mcp-ssh-wrapper

by megascope

A minimal MCP server that executes commands on remote hosts by delegating to the local ssh binary, supporting batch-mode execution and optional timeout.

megascope/mcp-ssh-wrapper

finance-mcp

by porkornrawee

Real-time stock & crypto market data for LLMs, over the Model Context Protocol.

porkornrawee/finance-mcp

Equipment Health MCP Server

by aankitpaudel

An AI agent system that monitors manufacturing equipment health using the Model Context Protocol (MCP). Enables answering natural language questions about equipment status, maintenance, and anomalies through MCP tools.

AankitPaudel/Equipment-Health-MCP

MCP Server + LLM Agent

by rakesh282002

Enables users to interact with a set of tools via an LLM agent, allowing natural language requests to be processed and executed through the MCP server.

Rakesh282002/MCP

va-pentest-mcp

by banhongit7

A Model Context Protocol server for automated security vulnerability assessment, combining OWASP Dependency-Check dependency scanning with custom code vulnerability detection, and generating detailed HTML and JSON reports.

banhongit7/va-pentest-mcp

kk-bedrock-agent-hub-mcp

by kawanishi0117

Enables AI assistants to query and retrieve information from Amazon Bedrock Knowledge Base using the Retrieve API, returning search results with content, location, and relevance scores.

kawanishi0117/kk-mcp

fda-mcp

by limecooler

Provides LLM-optimized access to FDA data through the OpenFDA API and direct regulatory decision document retrieval, covering all 21 OpenFDA endpoints plus 510(k) summaries, De Novo decisions, and PMA approvals.

Limecooler/fda-mcp

AI Evaluator MCP Server

by maddygoround

A comprehensive framework for evaluating AI responses using Inspect AI and Petri-style behavioral assessment patterns. Built as an MCP server for real-time evaluation during AI development.

maddygoround/eval

MCP_Python

by bytermi

MCP server deployed on Azure Functions that provides a LearnAgent tool to search and retrieve Microsoft Learn documentation.

ByTermi/MCP_Python

Python MCP Server

by praveenmenon76

A modular server for managing and registering tools, enabling extensible functionality through tool registration and configuration.

praveenmenon76/python-mcp-server

kiro-total-recall

by danilop

Enables semantic search across all Kiro conversations (CLI and IDE), allowing the AI to recall past discussions, decisions, and user preferences.

danilop/kiro-total-recall

linkedin-osint-mcp

by djackreuter

MCP server to gather usernames from LinkedIn using Serper

djackreuter/linkedin-osint-mcp

Notion MCP Server

by ampcome-mcps

Connects AI assistants to Notion workspaces, allowing users to search, create, and manage pages or databases through natural language conversations. It supports complex database querying, content updates, and workspace organization via the Model Context Protocol.

ampcome-mcps/notion-mcp

QA Assistant MCP

by thanhhien2510kt

An MCP server that enables Claude to read Jira user stories, search Confluence documentation, and generate QA artifacts like test scenarios, test cases, traceability matrices, coverage analysis, and executive summaries using GPT-4o.

thanhhien2510kt/MCP_QA

Odoo MCP Server

by cwdshaun

Full-featured MCP connector for Odoo ERP via XML-RPC, enabling natural language interaction with CRM, sales, inventory, and other Odoo modules.

cwdshaun/initial-odoo-mcp

gemini-research-tools-mcp

by atakamizawa

Integrates Gemini API research capabilities (Deep Research, Quick Search, URL Analysis) into a unified MCP server, enabling comprehensive research, web search, and URL analysis through natural language.

atakamizawa/gemini-research-tools-mcp

Zotero MCP Server

by tspspi

Enables semantic search and management of Zotero reference libraries using PostgreSQL with pg-vector and OpenAI/Ollama embeddings. Provides AI-powered search, full-text extraction, metadata access, annotations, notes, tags, and collections management.

tspspi/zotero-mcp-postgres-ollama-fulltext

postgres

by chayasin

Enables querying and inspecting a PostgreSQL database, including executing SQL queries, listing schemas and tables, and describing table columns.

chayasin/mcp-postgres-simple

Zurich Open Data MCP Server

by malkreide

An MCP server providing AI-powered access to Open Data from the City of Zurich, enabling queries to 900+ datasets, real-time environmental and mobility data, geodata, parliamentary proceedings, and more.

malkreide/zurich-opendata-mcp

ESP RainMaker MCP Server

by espressif

Enables MCP-compatible clients to interact with ESP RainMaker devices for node management, parameter control, scheduling, and group management via the official CLI.

espressif/esp-rainmaker-mcp

uptime-kuma-mcp-server

by mbay-odw

MCP server for managing self-hosted Uptime Kuma monitors and querying uptime statistics from Claude.

mbay-ODW/uptime-kuma-mcp-server

posbuzz-mcp

by pos-buzz

A local MCP server that exposes the PosBuzz cosmetic analysis SaaS API as MCP tools, enabling AI assistants like Claude Code to interact with the API through natural language.

pos-buzz/posbuzz-mcp

MCP Camera Tool

by danson-dan

Enables AI assistants to access and control network cameras to capture images and perform analysis including brightness detection, color distribution, and edge detection.

Danson-dan/mcp_camera

mcp-fetch

by sposer

A minimal MCP server that enables HTTP requests with any method, headers, and body types, supporting large responses through chunked transfers with disk-backed caching.

sposer/mcp_fetch

Amazon POE MCP Server

by nutribrain-dev

Extracts data from Amazon's Product Opportunity Explorer in Seller Central via browser automation, enabling niche search and CSV export of search terms, products, customer reviews, returns, and insights using natural language.

nutribrain-dev/amazon-poe-mcp

Notes MCP Server

by lductrong

Personal note management server that enables creating, reading, updating, deleting, listing, and searching notes with support for titles, content, and tags.

lductrong/MCP

mcp-llm-offload

by jonpol01

An MCP server that offloads light LLM work from Claude to a model you control, such as a local LLM or any OpenAI-compatible provider, saving frontier-model quota on non-critical tasks.

jonpol01/mcp-llm-offload

open-dental-mcp

by sanjibani

Enables interaction with Open Dental practice management software, allowing reading of patients, appointments, providers, procedures, and recalls, as well as writing communications back to patient charts via MCP clients.

sanjibani/open-dental-mcp

MCP Quadrant

by sakshi-rumsan

Enables document storage and semantic search with geospatial filtering using Qdrant, and coordinate conversion between TLC, Plasma, and addresses.

sakshi-rumsan/mcp_address

Canvas Academic Assistant

by akshsgaur

Connects Claude to Canvas LMS, enabling students to query their coursework, assignments, grades, deadlines, announcements, and calendar events through natural conversation instead of navigating the Canvas interface.

akshsgaur/CMUCanvasMCPSErver

rss-digest-mcp

by tefunamu

A stateless RSS competitive-intelligence MCP server that fetches and filters RSS/Atom feeds by keywords, deduplicates, and sorts by recency to return a focused digest.

tefunamu/rss-digest-mcp

searxng-mcp

by fighter3005

MCP server that provides a search_web tool to query a self-hosted SearXNG instance and return structured web search results.

fighter3005/search-mcp

putio-mcp-server

by putdotio

MCP server for interacting put.io

putdotio/putio-mcp-server

realtimex-cli-mcps

by therealtimex

Enables running arbitrary CLI tools as MCP server tools, configured via environment variables.

therealtimex/realtimex-cli-mcps

better-qdrant-mcp

by jtsang4

An MCP server that provides long-term memory and semantic search using Qdrant and OpenAI embeddings, with tools for storing, searching, and managing knowledge.

jtsang4/better-qdrant-mcp

Phantom MCP

by mokhalifa83

Enables authorized compliance verification and security auditing through natural language, bridging AI assistants with industry-standard security tools for enterprise audits.

mokhalifa83/phantom-mcp

CData Python MCP Server

by cdatasoftware

Enables LLMs to query live data from over 250+ sources via CData Python Connectors using natural language. Wraps connectors as a Model Context Protocol server.

CDataSoftware/cdata-mcp-python

NSE Ticker MCP Server

by sougatabh

Enables access to National Stock Exchange (NSE) market data through the Upstox API. It allows users to retrieve historical OHLCV candle data across various time intervals for stock analysis.

sougatabh/nse-ticker-mcp

ezyVet MCP

by sanjibani

MCP server for ezyVet veterinary practice management. Enables reading and creating animals, contacts, appointments, consults, and invoices via natural language.

sanjibani/ezyvet-mcp

mxHERO Mail2Cloud MCP

by mxaiorg

A comprehensive Model Context Protocol (MCP) server for automating Microsoft Office 365 applications (PowerPoint and Word) on macOS through AI agents like Claude and Cline.

mxaiorg/mxmcp-py

Literature Review Assistant

by gauravfs-14

Search and retrieve academic papers from arXiv and DBLP databases, with AI-powered prompts to generate comprehensive research summaries, discover related topics, and identify leading authors in any field.

gauravfs-14/lit-mcp

GNews MCP Server

by jerripotulasriharsha

Enables searching news articles and retrieving top headlines from the GNews API with support for filtering by topic, language, and country.

JerripotulaSriharsha/MCP

MCP TIDAL Server

by dedsxc

Enables AI assistants to access TIDAL Music catalog, including search, playlists, favorites, and recommendations.

dedsxc/mcp-tidal

Rideshare Comparison MCP

by marceausolutions

Compare Uber and Lyft prices for any route, get supported cities, and retrieve booking links using Claude Desktop.

MarceauSolutions/rideshare-comparison-mcp

superset-mcp

by thedeceptio

An MCP server that provides AI assistants with full access to Apache Superset instances, enabling interaction with dashboards, charts, datasets, databases, and SQL execution capabilities.

thedeceptio/superset-mcp

arxiv-mcp-server

by lixtt

Manages arXiv papers: search, download, analyze, and save AI-generated summaries. Enables AI assistants to interact with the arXiv platform.

Lixtt/arxiv-mcp-server

The Agent Times MCP Server

by levslove

Enables AI agents to query breaking news, verified statistics, and editorial analysis from The Agent Times, covering platforms, commerce, infrastructure, regulations, labor markets, and adoption metrics in the agent economy.

levslove/tat-mcp-server

MCP Ask-to-Code

by cjaviersaldana

An autonomous MCP server that uses the Claude Code CLI to solve coding problems without permission prompts.

CJavierSaldana/mcp-ask-to-code