The MCP Trust Index.

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

bixbott-cli

by bixbott

Bixbott/bixbott-cli

mcp-identity

by mustafabagdatli-git

Per-request cryptographic user attestation for MCP servers

mustafabagdatli-git/mcp-identity

kosis-mcp

by updown256

Enables querying Korean official statistics from KOSIS via natural language in MCP clients like Claude Desktop, wrapping the KOSIS OpenAPI for search, data retrieval, and metadata exploration.

updown256/kosis-mcp

GitLab MCP Server

by lokimcpuniverse

Integrates GitLab with GenAI applications via the Model Context Protocol, enabling GitLab API operations such as managing projects, issues, and CI/CD through natural language.

LokiMCPUniverse/gitlab-mcp-server

mcpwatchman

by kvadrum

Independent security and quality audit for Model Context Protocol servers — static analysis, dependency CVE scanning, and evidence-linked scores for every server in the official MCP registry.

kVadrum/mcpwatchman

anywidget-mcp

by peter-gy

🧩 Turn Python AnyWidgets into interactive, composable MCP Apps

peter-gy/anywidget-mcp

ledgerline

by cnpierrepapi

An MCP server that integrates with DataHub to track and score the reliability of AI agent actions. It provides a trust gateway that stamps every piece of context with its author's settled trust score.

cnpierrepapi/ledgerline-ai

sovereign-mcp-gateway

by mattijsmoens

Acts as a gating proxy for MCP servers, merging tools and applying policy, verification, and audit layers.

mattijsmoens/sovereign-mcp-gateway

AI-Test-Case-Generation-Agent

by pkchat55

Multi-agent AI pipeline (AutoGen + MCP) that auto-generates QA test scenarios and automation-ready test cases into Excel.

pkchat55/AI-Test-Case-Generation-Agent

mailX tools

by mailwarm

MCP server for email deliverability: validate SPF/DKIM/DMARC/BIMI, check blacklists, test SMTP/IMAP, look up DNS, and generate ready-to-deploy records for any major email provider. Ships with two one-click prompts (audit-deliverability, setup-dns). Public, no auth.

Mailwarm/mailx-mcp

Twilio Call Service MCP Server

by caleb-overbay4

Enables AI-driven interaction with Twilio call services, including initiating outbound calls and retrieving call history via FastMCP tools.

caleb-overbay4/mcp-server

rms-mcp

by glassontin

MCP server for RMS/Global Meteor Network stations. Enables remote inspection and management via SSH tunnels, with tools for status, detections, logs, config, and reprocessing under scoped access.

GlassOnTin/rms-mcp

mcp_supervisor_py

by chenjordan

A Python scaffold for an MCP-style supervisor that breaks user tasks into steps, routes them to workers, retries on failures, and aggregates outputs.

chenjordan/mcp_supervisor_py

mcp-accessibility-scanner

by justasmonkev

Enables automated web accessibility scans for WCAG compliance using Playwright and Axe-core, providing visual and JSON reports with remediation guidance.

JustasMonkev/mcp-accessibility-scanner

FileMaker MCP Server

by mw777eds

Dynamically exposes FileMaker scripts as MCP tools, providing a web interface and HTTP+SSE endpoint for integration with Claude.

mw777eds/filemaker_mcp_hosted

Vocab Voyage

by jaideepdhanoa

Vocabulary tools for SAT, ISEE, SSAT, GRE, GMAT, LSAT, PSAT prep — Word of the Day, definitions, multiple-choice quizzes, course word lists, and 7-day study plan previews. 13 test-prep courses. Hosted MCP server with MCP Apps UI widgets. No install required. Optional scoped personal tokens.

jaideepdhanoa/vocab-voyage-mcp

Mailchimp MCP Server

by lokimcpuniverse

Integrates Mailchimp with GenAI applications via the Model Context Protocol, enabling email marketing automation through natural language interactions.

LokiMCPUniverse/mailchimp-mcp-server

Caplets

by spiritledsoftware

A progressive-disclosure gateway for MCP servers that keeps tool lists small by exposing one top-level tool per server, allowing agents to search, list, inspect, and call underlying tools within a selected domain.

spiritledsoftware/caplets

airlock

by byjh

A security gate MCP server that audits agent extensions (skills, MCP servers, tools) by scanning for risks, adversarial analysis, and sandbox execution, returning a trust verdict of allow, quarantine, or block.

ByJH/airlock

os-mcp

by chriscarlon

A Python-based MCP server that provides access to Ordnance Survey APIs, allowing querying of geographic data through a standardized protocol with features like collection management, feature search, and spatial filtering.

chriscarlon/os-mcp

tiny-ping-mcp-server

by pedrosilva1337

Minimal FastMCP ping server in Python

pedrosilva1337/tiny-ping-mcp-server

mcp-roadmap

by miniduoshan

MiniduOshan/mcp-roadmap

mcp-memory-graph

by yonasvalentin

Local-first memory for Claude Code and any MCP client: hybrid vector + keyword search and a bi-temporal knowledge graph in one SQLite file. Local embeddings, no API key, $0/token.

YonasValentin/mcp-memory-graph

VAP Media · Unified MCP Server for AI Agents (Flux · Veo · Suno)

by vapagentmedia

Execution control layer for AI agents - Reserve, execute, burn/refund pattern for media generation

vapagentmedia/vap-showcase

AI MCP System

by venkatanaveen2078909-rgb

An MCP-compatible RAG backend using LangGraph and FastAPI, enabling chaining of AI model logic with document context search.

venkatanaveen2078909-rgb/MCP-server

buzz-mcp-bridge

by hachiflow

Bridges Claude Desktop/Code MCP servers into Buzz agents with a per-agent allowlist, exposing allowed tools as a namespaced stdio MCP server.

hachiflow/buzz-mcp-bridge

MCPedia

by asepharyana

MCP server for a content-first knowledge base, enabling AI agents to search (full-text, semantic, hybrid) and retrieve Markdown documents, list content, and find related docs.

asepharyana/mcpedia

claudemap

by quinnaho

google maps for vibecoders.

QuinnAho/claudemap

mcp-server-doctor

by uky0yang

Diagnose MCP client configs, local process startup, and stdio handshakes before tools fail to load

Uky0Yang/mcp-server-doctor

agent-q

by stelis-dev

Agent-Q is an MCP server that separates execution surfaces from signing authority, enabling secure Sui signing flows where the signing device holds keys and policy while requesters submit bounded signing requests through a local host process.

stelis-dev/agent-q

KEIRO MCP Server

by neptaverse

Enables AI agents to perform real-time web searches, deep research, content extraction, and AI-powered answers via the KEIRO API.

Neptaverse/KEIRO-MCP-PYT

DevSpace Ultra

by enwong93-sketch

An MIT-licensed DevSpace distribution with an elastic ChatGPT Classic multi-agent runtime layer for managing multiple independent worker conversations and scaling them dynamically.

enwong93-sketch/devspace-ultra

codex-photoshop-psd-automation

by bdhxhxhhxhxhxhhxjxhxhxhxhx2-del

Enables Codex to orchestrate Adobe Photoshop via MCP to reconstruct AI-generated artwork into editable, validated layered PSDs, with automated saving, reopening, and verification.

bdhxhxhhxhxhxhhxjxhxhxhxhx2-del/codex-photoshop-psd-automation

bot-rooms

by flath12

Agent-to-agent chat rooms for research, independent review, and coordination. MCP tools, HTTP API, and agent skill.

flath12/bot-rooms

mcp-github-pr-issue-analyser

by saidsef

A Model Context Protocol (MCP) application for automated GitHub PR analysis and issue management. Enables LLMs to fetch PR details, analyse diffs, manage issues, and handle releases through a standardised interface

saidsef/mcp-github-pr-issue-analyser

HPE Networking Assistant

by hpe-networking-lab

Query your Juniper Mist network in natural language directly from Claude Desktop, providing read-only access to network inventory, clients, alarms, and more via the Mist API.

hpe-networking-lab/hpe-networking-assistant

github-mcp

by flexrpl

Enables AI assistants to interact with GitHub repositories, issues, pull requests, and content via the Model Context Protocol.

fleXRPL/github-mcp

Zihin MCP Server

by zihin-ai

A proxy server that connects MCP clients to the Zihin.ai platform via HTTP, enabling management of AI agents, LLM models, and configuration templates. It provides tools for agent creation and resources for discovering tenant-specific agents and schema templates.

zihin-ai/zihin-mcp

Influship MCP

by influship

Enables AI-native creator discovery for influencer marketing, including creator search, lookalikes, profile lookup, and Instagram post transcript analysis.

Influship/influship-mcp

MCP-Ollama Client

by nagharjun17

Lightweight MCP client that uses a local Ollama LLM to query multiple MCP servers defined in config.json

Nagharjun17/MCP-Ollama-Client

MCP Redmine

by neveugregor

Enables to manage Redmine projects, issues, users, and time entries through natural language using the Redmine REST API.

NeveuGregor/mcp-redmineApi

ctrlrun

by ctrlrun

The execution safety layer for AI agents.

CTRLRun/ctrlrun

plane-client

by mgoodric

MCP server for the Plane project management API, enabling issue retrieval, listing, commenting, state changes, and creation.

mgoodric/plane-client