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

mcp-proxy

by codespaceiiii

MCP代理

CodeSpaceiiii/mcp-proxy

InvoiceX-Ray

by devnarayanu

An MCP server for detecting Trade-Based Money Laundering (TBML) in Indian trade finance, cross-referencing invoices against commodity benchmarks, customs records, and regulatory timelines to identify over/under-invoicing, phantom shipments, and duplicate financing.

DevNarayanU/MCP-Nitro

secure-telegram-mcp

by antonorlov

Allows AI clients to securely interact with Telegram accounts through scoped endpoints, with encrypted session storage and per-tool permission checks.

antonorlov/secure-telegram-mcp

TamalAdebisi/phasefolio-mcp

by tamaladebisi

Provides AI agents with access to PhaseFolio's biotech rNPV and probability-of-success engine for asset valuation, supporting public queries and authenticated project management.

TamalAdebisi/phasefolio-mcp

iMessage Connector

by connected-mate

An MCP server that connects coding agents to iMessage on macOS, enabling reading, sending, searching, and reacting to messages under a configurable policy system.

Connected-Mate/imessage-connector

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

MCP Client for Testing

by piebro

A simple MCP (Model Context Protocol) client for testing MCP Server

piebro/mcp-client-for-testing

mcp_sistema_archivos_fastapi

by juanesteban-valdesospina-agencycic

Enables file system operations like listing, reading, writing, deleting, and renaming files within a specified folder via a FastAPI-based MCP server.

juanesteban-valdesospina-agencycic/mcp_sistema_archivos_fastapi

Luxembourgish Competition MCP

by ansvar-systems

Enables querying Luxembourgish competition data, including regulations, decisions, and requirements from the Conseil de la concurrence, directly from MCP-compatible clients.

Ansvar-Systems/luxembourgish-competition-mcp

DaZongGuan MCP Server

by lijianqiang999

A template for building MCP servers with Python, providing modular tools, API key authentication, and logging to connect AI-powered assistants to backend systems.

Lijianqiang999/dazongguan-mcp

TinyAssets

by jonnyton

Enables chatbots to interact with a global goals engine, allowing them to declare goals, manage branches, and evaluate outcomes through MCP tools.

Jonnyton/TinyAssets

No MCP

by clafoutis42

A satirical MCP server that responds to any query with 'no' and a creative reason, wrapping the NaaS (No as a Service) API for humorous interactions.

clafoutis42/no-mcp

Token Compressor MCP

by stopthegears

A remote MCP server that compresses long text contexts, stores compact reusable summaries, and retrieves relevant context by title/tag/query, helping reduce token usage.

stopthegears/token-compressor-mcp

weatherapi_com

by bach-ai-tools

BACH-AI-Tools/weatherapi_com

CodeGraph

by johnxu22786

An MCP server that indexes codebases into a queryable knowledge graph, enabling agents to answer structural questions like callers, callees, dependencies, and impact analysis through tools like callers, callees, deps, search, and impact.

JohnXu22786/codegraph

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

xueca/agent-audit-mcp

by xueca

MCP server that provides structured audit logging for AI agent repair tasks via tools to start, record, end, query, and export event traces, with JSONL persistence and SDK integration.

xueca/agent-audit-mcp

Calculator MCP Server

by pranav-v-k

A minimal MCP server template with a calculator module, designed for learning NitroStack fundamentals. It includes tools, resources, prompts, and TypeScript validation.

pranav-v-k/auto-planner-mcp

Workboard MCP

by felixipraxis

Enables interaction with Workboard through MCP tools, with OAuth authentication, token management, and support for all 63 documented Workboard API operations.

felixipraxis/workboard-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

Vruum MCP

by vruum-gtm

Provides AI agents with access to Vruum's AI revenue platform, enabling outbound, deals, pipeline, and CRM automation with 155 tools for searching, managing people, deals, outreach, and engagement, while your AI harness authors all sales and marketing prose.

vruum-gtm/mcp

staruml-controller-dfd-mcp

by pontasan

An MCP server specialized for Data Flow Diagrams, enabling AI assistants to programmatically create and manage DFD elements like external entities, processes, data stores, and data flows in StarUML.

pontasan/staruml-controller-dfd-mcp

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

0G MCP Server

by econyx-ai

Enables interaction with 0G.AI decentralized infrastructure including documentation access, storage operations (file upload/download, key-value store), and AI service discovery on the 0G Compute Network with TEE verification and pricing information.

Econyx-ai/0g-mcp-server

Smithery Registry MCP Server

by aloshy-ai

MCP server for interacting with the Smithery Registry API

aloshy-ai/smithery-registry-mcp

MCP Action Firewall

by starskrime

A transparent proxy that intercepts high-risk tool calls and requires OTP-based human approval before they can be executed. It acts as a configurable circuit breaker between AI agents and target MCP servers to prevent unauthorized or dangerous actions.

starskrime/mcp-action-firewall

cmcp

by russellluo

A command-line utility for interacting with MCP servers.

RussellLuo/cmcp

mcp-promptdiff

by prasad-a-abhishek

Zero-dependency stdio MCP server for token-aware prompt version diffs. Compare prompts or files and get machine-readable token delta reports with confidence labels.

prasad-a-abhishek/mcp-promptdiff

WardenPoint MCP server

by wardenpoint

Enables agents to configure WardenPoint accounts—recipients, contacts, groups, notification rules, escalation policies, on-call schedules, alert-source integrations, routing, and telephony—via dynamic tools generated from the installation's own OpenAPI spec, with no bundled API definitions.

WardenPoint/wardenpoint-mcp

Researcher AI

by samsamurai301

Enables AI-assisted scientific research workflow management through MCP, including project creation, ideation, experiment execution, and artifact handling, with integration for ChatGPT, Codex, and Claude Code.

samsamurai301/Researcher-AI

pixel-mcp

by ehm-93

Enables LLMs to create and edit pixel art reliably with support for layers, frames, symmetry, and various drawing tools.

ehm-93/pixel-mcp

Agent Web Reader

by charlie-morrison

Pay-per-call data tools for AI agents: crypto signals, web reading, and SEO audits via x402 USDC on Base.

charlie-morrison/x402-agent-data

Google Workspace MCP Server

by chayan-1906

The Ultimate MCP Server for Google Workspace Automation — Seamlessly integrate Google Drive, Sheets, and Docs with Claude AI and other AI agents through the Model Context Protocol (MCP).

chayan-1906/Google-Workspace-MCP

mcp-sentinel

by ironnathanalvares

A continuous, out-of-band trust and reliability layer for the MCP ecosystem. It fingerprints MCP server tool definitions, detects and classifies drift (e.g., rug pulls) via a severity taxonomy, maintains a hash-chained evidence ledger, and gates CI with SARIF—while also acting as an MCP server itself so agents can check a server's safety before binding.

IronNathanAlvares/mcp-sentinel

MCP Agent

by nhahan

MCP Agent is optimized using the ReWOO pattern, enabling even LLMs with fewer parameters to efficiently utilize MCP Server with minimal token consumption.

Nhahan/mcp-agent

atomic-computer-mcp

by dawdler-g

Enables automation of native Windows desktop applications through screen capture, mouse/keyboard control, and waiting for UI changes, exposing them as MCP tools.

Dawdler-G/atomic-computer-mcp

transit-mcp

by tori-create-7991

MCP server for Japanese public transit journey planning with interactive map UI, enabling station search, route planning, and departure lookups via natural language.

tori-create-7991/transit-mcp

docs-mcp-server

by pankaj28843

A multi-tenant MCP server that indexes documentation from websites, git repositories, and local folders, and exposes them to AI clients via search and fetch tools.

pankaj28843/docs-mcp-server

docker-iaas

by miltonejones

Personal IaaS console for managing Docker instances, EC2-style, with prominent disk-usage reporting.

miltonejones/docker-iaas

notebooklm-mcp-rpc

by sanjeev7e

A pure-TypeScript MCP server for Google NotebookLM using the batchexecute RPC protocol. Enables management of notebooks, sources, chat, and artifact generation with no Python dependencies.

sanjeev7e/notebooklm-mcp

Munin Memory

by magnus-gille

Enables AI assistants to have persistent, self-hosted memory across sessions and devices, storing context in a SQLite database you control.

Magnus-Gille/munin-memory

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

nacos-mcp-wrapper-python

by nacos-group

Nacos mcp wrapper Python sdk

nacos-group/nacos-mcp-wrapper-python

nous-portal-mcp

by callisto-syn

Portable, read-only MCP server for Nous Portal capabilities, providing configuration status, route derivation, and OAuth device code authentication without invoking paid tools.

callisto-syn/nous-portal-mcp

screen-mcp

by 88plug

An MCP server that gives a model eyes and hands on a Linux Wayland desktop, enabling screenshot capture, mouse/keyboard control, OCR, and icon detection via OmniParser.

88plug/screen-mcp