The MCP Trust Index.

Markdown RAG MCP

by mohllal

Provides semantic search over markdown documentation using RAG, allowing natural language queries and integration with MCP clients.

mohllal/markdown-rag-mcp

MCP RAG Server

by karaage0703

Enables retrieval-augmented generation (RAG) by indexing and searching through documents (Markdown, text, PowerPoint, PDF) using vector embeddings with multilingual-e5-large model and PostgreSQL pgvector. Supports contextual chunk retrieval and incremental indexing for efficient document management.

karaage0703/mcp-rag-server

claude-desktop-mcp

by dmccaffery

A fake MCP server with 108 themed tools for testing Claude Desktop's handling of large toolsets and Amazon Bedrock AgentCore Gateway integration.

dmccaffery/claude-desktop-mcp

CogniResearch

by marceliogreen

An MCP server for academic research combining local document search with Semantic Scholar API integration.

marceliogreen/cogniresearch-mcp

food-hygiene-mcp

by w4sspr

Query UK food hygiene ratings via MCP. Enables searching establishments by name, location, or rating.

w4sspr/food-hygiene-mcp

rainbowgore/stealthee-MCP-tools

by rainbowgore

Spot pre-launch products before they trend. Search the web and tech sites, extract and parse pages…

rainbowgore/stealthee-MCP-tools

chinese-history-mcp

by lizhuojunx86

A traceable Chinese-history MCP server that enables querying of nine classical Chinese texts (e.g., 史记, 汉书) with citations and honest status labels. It provides four tools to search events, persons, places, and qualities, all with provenance.

lizhuojunx86/chinese-history-mcp

Archivist MCP

by i3t4an

A local-first memory layer for coding agents to persist and retrieve project decisions, architecture context, and rules across multiple development sessions. It utilizes a three-tier memory model and hybrid retrieval to provide agents with durable, searchable context and a WebUI for human review.

i3T4AN/Archivist-MCP

Ollama-Omega

by vrtxomega

Hardened MCP bridge to the full Ollama ecosystem — local and cloud models. 6 tools covering health, model management, chat, and generation with SSRF mitigation, singleton HTTP client, and structured error handling. Two deps, one file.

VrtxOmega/Ollama-Omega

Pentest MCP Server

by layesec006

Enables AI agents to perform autonomous penetration testing on any Linux distribution via SSH with persistent tmux sessions, supporting interactive tools like Metasploit, reverse shells, and complex multi-step security workflows.

LayeSec006/pentest-mcp-server

Newsnow MCP Server

by bach-ai-tools

Enables access to news from multiple sources including Google News and DuckDuckGo, supporting queries by location, category, site, date range, and providing top news headlines with detailed information.

BACH-AI-Tools/bachai-newsnow

TOON MCP Server

by hasnainali47

Converts JSON data and system prompts to and from TOON (Token-Oriented Object Notation) format, reducing token usage by 30-60% when interacting with LLMs while preserving data structure.

HasnainAli47/toon-mcp-server

TalentFlow HR MCP Server

by david-iabb

Resume parsing & candidate matching engine (European markets - ONSS/DIMONA compliance).

David-IABB/talentflow-hr-mcp

sheets-finance-mcp

by henrysouchien

MCP server for the SheetsFinance formula catalog, enabling search and construction of financial formulas for Google Sheets.

henrysouchien/sheets-finance-mcp

vizpilot-mcp

by vizulabs-com

Access 1000+ development protocols and steering rules directly in your IDE for technologies like Django, React, and Vue.

vizulabs-com/vizpilot-mcp

coldframe

by coldzero94

Local-first memory for your AI agent. One SQLite file you own — offline, no API key. Plugs straight into Claude Code.

coldzero94/cold-frame

MCP Salesforce Lite

by luvl

Enables AI assistants to securely interact with Salesforce CRM data through SOQL queries, CRUD operations, and metadata exploration. Supports connecting to Salesforce objects like Accounts, Contacts, and Opportunities via OAuth 2.0 authentication.

luvl/mcp-salesforce-lite

mcparr

by phillyurbs

A self-hosted MCP gateway that lets AI assistants drive your media services like Radarr and Sonarr through a single authenticated endpoint.

PhillyUrbs/mcparr

cve-lookup-mcp

by aashish-32

Provides live CVE data from NVD and EPSS without API key, enabling AI assistants to look up CVSS scores, search vulnerabilities, and check product CVEs.

Aashish-32/cve-lookup-mcp

deep-research

by troyhantech

Enables deep research tasks using a multi-agent architecture that integrates any LLM and MCP tools. Available via MCP stdio, streamable HTTP, and SSE transports.

troyhantech/deep-research

gtm-mcp

by tijevlam

Enables natural language management of Google Tag Manager accounts, containers, tags, triggers, variables, and versions, including creation, update, and publishing.

tijevlam/gtm-mcp

CyberEdu MCP Server

by cyberedu-cyber-range

Official MCP server for the CyberEdu CTF platform that automatically discovers and exposes all CyberEduClient methods as tools, enabling seamless interaction with the platform through MCP-compatible clients.

CyberEDU-Cyber-Range/cyberedu-mcp

iiq-mcp

by zcharako81

MCP server for SailPoint IdentityIQ 8.5 that enables searching and requesting roles and entitlements through SCIM 2.0 from AI clients.

zcharako81/iiq-mcp

MCP AI Orchestration Server

by hyunssu-kim

Sends questions to Gemini and Claude CLI simultaneously and returns their answers side by side.

Hyunssu-kim/mcp_server_claude_test

mcp-tool-gateway

by chandancoding

A secure tool-execution plane for agentic AI that enforces JWT authentication, rate limiting, prompt-injection inspection, and audit logging, while ingesting downstream OpenAPI endpoints as MCP tools.

chandanCoding/mcp-tool-gateway

PDF MCP Flow

by dublin1231

Enables AI-driven PDF document processing including PDF to Markdown conversion, intelligent text and table extraction, image extraction, format conversion between PDF/Word/Markdown, batch processing, and fuzzy search - optimized for LLM context and RAG workflows.

Dublin1231/PDF_MCP_Flow

Ollama MCP Server

by paolodalprato

Enables complete local Ollama management including listing models, chatting with local LLMs, starting/stopping the server, and getting intelligent model recommendations for specific tasks through natural language commands.

paolodalprato/ollama-mcp-server

Augent

by augentdevs

MCP server that turns any audio or video source into structured, searchable intelligence for agents, enabling download, transcription, semantic search, speaker identification, and more.

AugentDevs/augent

Patent MCP Server

by deeparchi-ai

An MCP server that gives AI agents access to global patent data, including 1.4 billion records and Chinese full-text, with zero-config mode for basic tools.

deeparchi-ai/patent-mcp-server

camoufox-mcp

by ccostello97

Browser automation MCP server using Camoufox anti-detect browser with fingerprint spoofing, geolocation/timezone spoofing, and human-like cursor movement.

ccostello97/camoufox-mcp

qa-toolkit-mcp

by gabriel-tbc

An MCP server that reads test reports and provides regression analysis tools for comparing runs, identifying regressions, fixes, and persistent failures.

gabriel-tbc/qa-toolkit-mcp

xunfeiPpt MCP Server

by alieforwang

Enables PPT generation using iFlytek Zhiwen API, supporting multiple transport protocols (HTTP, SSE, HTTP-Stream) and ReACT workflows for intelligent template selection, content generation, and document-to-PPT conversion.

Alieforwang/xunfeiPpt

mcp-gwansang

by molpass

Extracts deterministic facial features from photos locally using MediaPipe, returning structured JSON with measurements like face shape ratios and symmetry.

molpass/mcp-gwansang

Mesh MCP

by dgdev25

Mesh is an MCP server that lets Claude Code, Codex CLI, and Gemini CLI call other AI models for second opinions and multi-model workflows. It routes requests through local CLIs first, falling back to OpenRouter for any other model.

dgdev25/mesh

mcp-server-browser-use-ollama

by cam10001110101

Enables AI agents to automate web browsers using local Ollama models via the Model Context Protocol, supporting tasks like web search, data extraction, and e-commerce analysis through natural language commands.

Cam10001110101/mcp-server-browser-use-ollama

Local MCP Client

by mytechnotalent

Local MCP Client is a cross-platform web and API interface for interacting with configurable MCP servers using natural language, powered by Ollama and any local LLM of choice, enabling structured tool execution and dynamic agent behavior.

mytechnotalent/Local_MCP_Client

Graphiti-Memory MCP Server

by alankyshum

Enables storing and querying memories in a Neo4j knowledge graph with automatic entity extraction. Supports adding episodes, searching entities and relationships, and managing graph data through natural language.

alankyshum/graphiti-memory

icloud-mcp

by ken-grafals

MCP server for iCloud integration, enabling management of calendars (CalDAV), contacts (CardDAV), and email (IMAP/SMTP) through natural language.

ken-grafals/icloud-mcp

Yahoo Finance MCP Server

by meghavarshinikuamreshan

Real-time stock market data for Claude Desktop and any MCP-compatible client, powered by Yahoo Finance.

meghavarshinikuamreshan/yahoo-finance-mcp-practice-

SongPilot MCP Server

by songpilotai

Enables AI assistants like Claude to interact with SongPilot workspace for creating artwork, planning releases, writing bios, and managing music catalog.

SongPilotAI/songpilot-mcp

okf-wiki

by heonyus

A local OKF-compatible knowledge engine for AI agents. Enables capturing agent conversations, hybrid semantic+keyword search, MCP serving to agents, interactive graph visualization, and OKF bundle export.

heonyus/memvault

Massive.com MCP Server

by dev-wraithgt60

Provides access to comprehensive financial market data from Massive.com API, including real-time and historical data for stocks, options, forex, crypto, trades, quotes, market snapshots, ticker details, dividends, splits, fundamentals, and market status through an LLM-friendly interface.

dev-wraithgt60/mcp_polygon

apicrate-mcp

by apicrateio

Provides AI agents with 22 data tools across 9 domains, including IP geolocation, email risk scoring, postal codes, countries, timezones, user-agent parsing, cryptographic hashing, Bible search, and QR code generation.

apicrateio/apicrate-mcp

DuckDB MCP Server

by boettiger-lab

Enables AI assistants and IDEs to execute SQL queries on local DuckDB databases, in-memory databases, or cloud-stored databases with support for flexible connections and configurable result limits.

boettiger-lab/mcp-server-duckdb

MCP Recon

by sundayz-hunter

A comprehensive MCP server for web security reconnaissance, providing tools for passive and active information gathering, DNS analysis, network scanning, and web application analysis.

sundayz-hunter/MCP_Recon

mcp-witness

by edwiniac

Cryptographic proof of every AI decision. An immutable, verifiable audit trail MCP server.

edwiniac/mcp-witness

bdu-fstec-mcp

by velvetway

MCP-сервер, дающий Claude (и любому MCP-клиенту) доступ к БДУ ФСТЭК — российской базе данных угроз безопасности информации.

velvetway/bdu-fstec-mcp

jumpserver-ssh-mcp

by shadow-linux

Enables AI agents to securely execute remote commands via SSH or JumpServer, with flexible gateway configuration and plugin-based matchers for JumpServer login interfaces.

Shadow-linux/jumpserver_ssh_mcp

MyFitnessPal MCP Server

by delize

Enables Claude to manage MyFitnessPal food diaries, nutrition goals, exercises, body measurements, and water intake via a remote MCP server using session cookie authentication.

delize/myfitness-mcp

Indian Stock Exchange MCP Server

by girishkumardv

Provides live market data from Indian Stock Exchanges (BSE & NSE) via MCP, powered by IndianAPI. Enables querying stock data, trending stocks, and more through natural language.

GirishKumarDV/Live-NSE-BSE-MCP