The MCP Trust Index.

aie

by aftergraph

Agentic Institution Engineering — portable semantics for authority, delegation, revocation, budgets, lifecycle, topology governance and evidence.

Aftergraph/aie

RTBrick MCP Server

by rtbrick

Gives AI assistants direct access to RTBrick's website, technical documentation, and YouTube training videos with no API key required.

rtbrick/rtb-mcp

WebVector MCP Server

by rthomas24

Enables AI agents to perform web research in one tool call by searching, fetching and cleaning full pages, and ranking cited passages. Provides web_research, web_fetch, web_search, and status tools for MCP clients.

rthomas24/web-vector

FactCheck MCP Toolkit

by orolol

MCP server for automatic fact-checking of political claims by querying official statistical APIs (INSEE, Eurostat, World Bank, OECD) and providing tools for data retrieval, comparison, and cherry-picking detection.

Orolol/factcheck_mcp

Detective Kusto

by kc-explore

An MCP server that grounds KQL queries on your actual schema and expertise, helping AI assistants generate validated, accurate queries for Kusto databases.

KC-Explore/d-kusto

vapi-network

by vapi-network

vAPI Network: one wallet, every x402 API. Non-custodial agent client, MCP server, CLI and gateway for Call, Tasks and Compute.

vAPI-Network/vapi-network

hve-squad MCP server

by peter-n91

An outbound MCP server that exposes a squad of 98 advisory agents as five model-invocable tools for research, planning, review, architecture, and async pipeline runs.

Peter-N91/hve-squad-mcp

oarx-docs-mcp

by dantte-lp

MCP server for semantic search across the complete ObjectARX 2026 documentation set. Indexes 89,715 text chunks from 22 guides in ChromaDB with hybrid BM25 + dense retrieval.

dantte-lp/oarx-docs-mcp

kglite

by kkollsga

Embedded Cypher knowledge graph for Python and Rust. Bundled MCP server, describe() schema, and code-graph parser for LLM agents.

kkollsga/kglite

mcp-yoto

by danpillay87

Works with Yoto — connect your Yoto library to Claude and ChatGPT. Open-source MCP server; you sign in at Yoto, nothing readable is stored.

danpillay87/mcp-yoto

MCP Server Starter

by axis-data-labs

A minimal, production-ready starter for building Model Context Protocol servers in TypeScript, supporting both stdio and streamable HTTP transports with optional bearer-token auth.

Axis-Data-Labs/mcp-server-starter

disputeflow-mcp-server

by bluemole

BlueMole/disputeflow-mcp-server

OpenAPI → MCP Server

by nihal1294

A Python CLI tool that generates a basic Node.js/TypeScript MCP server from an OpenAPI v3 spec (JSON/YAML), mapping each operation to an MCP tool.

nihal1294/openapi-to-mcp

pocket_disasm

by whoisqwerz

Enables coding agents to manage multiple isolated IDA Pro analysis sessions concurrently through a single MCP endpoint, allowing them to open, inspect, save, and close binary analysis sessions without launching multiple IDA windows.

whoisqwerz/pocket_disasm

mcp-broker

by doricstack

mcp-broker is a local Model Context Protocol process broker for MCP clients. Think PgBouncer for MCP: one stable local endpoint in front of many upstream MCP servers. The broker owns upstream startup, reuse, cleanup, profile exposure, status, and safe tool routing. The core idea is simple: do not make every agent session load every upstream tool definition before the user asks a task.

doricstack/mcp-broker

officer

by openpitkit

Pit Officer - open-source pre-trade risk control plane. Checks orders against your limits and signs the approval the trade needs; never routes or fills an order. REST API, MCP server for AI agents, and web operator panel, built on the OpenPit engine.

openpitkit/officer

passwords-mcp

by megamaced

MCP server for the Nextcloud Passwords app, enabling reading and managing password entries (list, search, create, update, delete) with strong security guarantees.

megamaced/nc_passwords-mcp

gyeongbuk-public-ai

by lanakee

Enables querying Gyeongbuk-province and municipal population, local tax, policy, and council data through MCP tools, returning conclusions with sources and limitations.

LanaKee/mcp

patch-tuesday-mcp

by jonnybottles

Query Microsoft Patch Tuesday security updates from the official MSRC API — monthly rollups, CVE/KB lookups, supersedence chains, and urgency-ranked triage enriched with EPSS scores and the CISA KEV catalog. No API keys required.

jonnybottles/patch-tuesday-mcp

rules-mcp-server

by yurykabernik

MCP server providing interactive prompts for designing and reviewing microfrontend and microservice architectures, with embedded development rules and best practices.

YuryKabernik/rules-mcp-server

2026-04-codex

by rstropek

rstropek/2026-04-codex

agent-trust

by eamwhite1

AgentTrust XRPL is a trust-minimized verification and escrow service on the XRP Ledger that enables any AI agent to securely execute peer-to-peer tasks by locking payment in native XRP escrow, submitting proof of completion, and receiving an objective PASS/FAIL judgement from an independent AI referee.

eamwhite1/agent-trust

graph-engineering

by sciencemj

MCP server that turns coding workflows into explicit execution graphs (DAG) with deterministic command execution, human-in-the-loop gates, and tamper-proof run history for Claude Code.

sciencemj/graph-engineering

Document Buddy

by hanzhi0807

A no-server MCP toolkit that organizes project wikis from Feishu documents, messages, and more, enabling AI clients to answer questions with cited evidence to prevent hallucinations.

Hanzhi0807/document-buddy

dsh-codegraph

by muou000

muou000/dsh-codegraph

Obsidi MCP

by cameronsjo

Exposes Obsidian vault tools via Model Context Protocol (MCP) server over stdio, HTTP, or SSE transports, enabling AI assistants to read, write, search, and manage vault notes with 28+ built-in tools and CLI bridge integration.

cameronsjo/obsidi-mcp

localmem-mcp-zh

by lvyuan1688

A fully local, offline Chinese-optimized MCP memory server using SQLite and local embeddings, enabling MCP clients to store, semantically search, recall, and count memories without any API calls.

lvyuan1688/localmem-mcp-zh

audio-file-analysis-mcp-app

by counterpoint-studio

An for playing and inspecting local audio files in an MCP host. Renders an in-conversation UI with playback, metadata, loudness, a spectrogram, and an optional annotation-lane timeline.

counterpoint-studio/audio-file-mcp-app

Cloud_MCP_Server

by vivek29112001

Model context protocol with NLP for getting all the response from cloud platform like AWS,GCP and AZURE

Vivek29112001/Cloud_MCP_Server

Atlas MCP

by atlasdevhq

Enables natural language querying of SQL databases and REST APIs through the MCP protocol, grounded in a semantic layer.

AtlasDevHQ/atlas

replynodes-mcp

by replynodes

Read-only MCP server for AI agents that provides Web Search, Web Scraping, Website Crawling, Reddit, YouTube, App Store, Google Play, Hacker News, and Brand Intelligence through one MCP endpoint.

replynodes/replynodes-mcp

kite-mcp-server

by sundeepg98

Indian stock market trading via Zerodha Kite Connect. 78 tools for order execution, portfolio analytics, options Greeks, paper trading, backtesting, technical indicators, price alerts with Telegram, and SEBI compliance. Multi-user OAuth with remote Streamable HTTP transport.

Sundeepg98/kite-mcp-server

FastMCP Gateway

by 4human-ai

Automatically converts OpenAPI specifications into MCP servers, allowing tools like Claude Desktop to interact with your REST APIs through a standard protocol.

4human-ai/O2Mcp

FastMCP Prompts Example

by mohamedelamraoui1

A tutorial demonstrating how to build reusable, parameterized MCP prompt templates using FastMCP, including patterns for research, summarization, and code review.

mohamedelamraoui1/mcp-prompts-tutorial

SSH MCP Server

by li-liwen

Enables AI coding agents to securely execute shell commands on remote SSH servers with granular per-host permission controls. Automatically discovers hosts from ~/.ssh/config and exposes dedicated tools for each allowed host to ensure proper authorization before remote execution.

li-liwen/SSH-MCP

leio-code

by josaum

Give your coding agent a map: local repository context, code graphs, stateful navigation and JSON-LD evidence through 18 stdio MCP tools.

josaum/leio-code

Elasticsearch MCP Server AI

by byviz

Transforms Elasticsearch into an AI-powered observability engine for analyzing logs, APM traces, and system metrics through natural language.

byviz/mcp-server-elasticsearch-ai

spendwise-agent

by mrmohdmaaz0786-cell

A local-first AI agent powered by Ollama that connects to a remote SpendWise MCP server. Features a custom Python agentic loop with schema-aware argument repair to fix LLM tool-calling hallucinations.

mrmohdmaaz0786-cell/spendwise-agent

TravelPal

by xiaojiune

基于约束求解的可执行旅行规划系统

xiaojiune/TravelPal

g-gremlin-salesforce-mcp

by mikeheilmann1024

A dedicated Model Context Protocol server that enables AI clients to interact with Salesforce tools for data analysis and management via the g-gremlin CLI. It supports both read-only and write-enabled operations for seamless integration with tools like Claude Desktop and Cursor.

mikeheilmann1024/g-gremlin-salesforce-mcp

paymo-mcp

by gestazion2023

An MCP server for the Paymo time-tracking API, enabling AI clients to read and write tasks, time entries, projects, and more via natural language.

Gestazion2023/paymo-mcp

ardaro-agent-examples

by ashevilleislove

Runnable, no-wallet MCP examples for Ardaro receipt checks and invoice matching, with explicit x402 payment boundaries.

ashevilleislove/ardaro-agent-examples

personal-resume-agent

by vsiwach

Exposes a personalized AI agent that reads your resume and provides intelligent responses about your professional background through a standardized MCP server interface with RAG capabilities.

vsiwach/personal-resume-agent

Chrome DevTools for agents (chrome-devtools-mcp)

by karichetivenkat45-pixel

Lets AI coding assistants control and inspect a live Chrome browser through MCP, enabling reliable automation, debugging, and performance analysis using Chrome DevTools.

karichetivenkat45-pixel/Chrome_Auto_Mcp

mattergate

by dschnurbusch

A self-hostable MCP permissions gateway for legal-tech systems that connects legal apps once and exposes only the tools each team member should use, enforcing a thin policy and audit layer over vendor APIs.

dschnurbusch/mattergate

legacy-ctm

by alexfarrellynea-ui

alexfarrellynea-ui/legacy-ctm