The MCP Trust Index.

Upvote.club — MCP Apps

by upvoteclub

Provides an MCP Apps interface to the Upvote Club API, enabling task management with an inline progress card UI in Claude.

upvoteclub/upvote-club-mcp-apps

MCP-Scorecard

by aak204

Deterministic CI scanner and surface-risk scoring for MCP (Model Context Protocol) servers.

aak204/MCP-Scorecard

ClauseLens MCP

by jaydatta-bade

Enables Claude or Cursor to act as a contract analyst by providing tools for document fetching, clause segmentation, span verification, and risk taxonomy lookup, with no server-side LLM calls or document retention.

Jaydatta-Bade/clauselens-mcp

meshcore-mcp

by dpup

A Model Context Protocol server that exposes a MeshCore node and the mesh reachable through it as a clean, high-signal interface for AI agents or tools.

dpup/meshcore-mcp

Exa

by aperture147

Integrates with Exa.ai to enable web searches with customizable parameters like result count and live crawling, returning structured JSON results for retrieving up-to-date information without leaving the conversation context.

aperture147/exa-mcp-worker

repocks

by boke0

Transforms Markdown documentation into an intelligent knowledge base with AI-powered search and Q\&A through an MCP server.

boke0/repocks

Agent Standup

by zaida-3do

An MCP server enabling AI coding agents to interact with a task tracker that enforces rules server-side, replacing markdown files and hooks with a database, CLI, and web UI.

Zaida-3dO/agent-standup

figma-opencode-mcp

by laivannha0202

Local-first MCP server that connects AI coding agents to the currently open Figma file through a local plugin bridge, requiring no Figma API token.

laivannha0202/figma-opencode-mcp

mcpsec

by manthanghasadiya

An AI-driven dynamic protocol fuzzer for the Model Context Protocol (MCP). Prove runtime exploitability by discovering state violations, transport crashes, and application-layer logic flaws (SSRF, LFI) before your AI agents do.

manthanghasadiya/mcpsec

etoro-mcp

by florinel-chis

MCP server for the eToro public API, providing read and write tools for market data, account management, trading, watchlists, alerts, and social feeds.

florinel-chis/etoro-mcp

mcp-rncp

by aldebertarnaud

Enables querying French national directories of professional certifications (RNCP/RS) for certification details, validity, competence blocks, and habilitation status using natural language.

ALDEBERTArnaud/mcp-rncp

frame-check-mcp

by lluvr

Enables structural framing analysis of documents, identifying perspectives, omissions, and reader positioning, with numerical claim verification against authoritative sources.

lluvr/frame-check

OctoQuery

by benedya

OctoQuery is an MCP server that converts databases into AI-accessible tools by exposing each configured database as a tool that accepts SQL queries and returns JSON results, enabling AI agents to query your data directly.

benedya/octoquery

MCP Gateway

by ace-kekoukele

Unified MCP tool gateway for agents to access WebPilot browser tools and other backend capabilities via an Electron tray application.

ace-kekoukele/mcp-gateway

Flow-Registration MCP

by flowregsuite

Provides programmatic access to variational optical-flow motion correction for 2-photon microscopy videos and volumetric 3D scans. It enables AI assistants to perform automated motion correction on microscopy data through the Model Context Protocol.

FlowRegSuite/mcp-flowreg

Cloudflare Image MCP

by b19805652

Image generation MCP server running on Cloudflare Workers, supporting multiple models like FLUX and SDXL with OpenAI-compatible endpoints.

b19805652/cloudflare-image-mcp-s3

Impôts France MCP

by lanviuml

Provides 62 French tax calculation tools via MCP, running on Cloudflare Workers with Rust/Wasm and versioned official rules.

lAnviuml/impots-france-mcp

aura-mcp-core

by herman940306

Herman940306/aura-mcp-core

tavily-proxy-mcp

by pzehrel

A proxy MCP server that connects to Tavily's official Streamable HTTP MCP, managing multiple API keys and automatically switching to the next one when the current key's quota is exhausted.

pzehrel/tavily-proxy-mcp

AstrBot Desire System 2.0

by whyomi1122

An AI desire-driven system that maintains nine core drive dimensions, generates thoughts and behavior suggestions, and provides tools to inspect and trigger events via MCP.

Whyomi1122/desire-mcp-server

runyourempire/4DA

by runyourempire

Dependency intelligence for AI agents. CVE scanning, health checks, upgrade planning.

runyourempire/4DA

Twitter Universal MCP Server

by universal-mcp

Provides a standardized MCP interface for interacting with Twitter's tools and services, compatible with MCP-compliant applications.

universal-mcp/twitter

regret-mcp

by yulinlina

A tiny local MCP memory server that stores lessons learned and resurfaces them before your AI agent repeats the same mistake. It provides tools for adding, searching, listing, forgetting, and inspecting lessons via MCP stdio.

yulinlina/regret-mcp

nestjs-mcp

by orbit-codes

An opinionated MCP module for NestJS

orbit-codes/nestjs-mcp

Luoome MCP Server

by kowl

Personal investment management advisor that exposes tools for accounts, portfolios, trades, market data, strategies, risk control, and advice, enabling AI agents to analyze and provide structured investment recommendations.

KowL/luoome

TypesenseKit MCP Server

by typesensekit

Provides a secure MCP server for operating Typesense, exposing 95 typed operations for search, collection management, and system administration. Read-only by default, with opt-in write access for human and AI agents.

typesensekit/typesensekit

Ioc Search MCP Server

by bach-ai-tools

Enables comprehensive threat analysis for Indicators of Compromise (IoCs) including IP addresses, file hashes, domains, and URLs. It provides detailed reputation scores, security vendor evaluations, and network metadata to facilitate security assessments and risk detection.

BACH-AI-Tools/bachai-ioc-search

npm-trends-mcp

by trendsmcp-ai

Enables AI assistants to track weekly npm package download trends, growth rates, and rankings for market and developer ecosystem research.

trendsmcp-ai/npm-trends-mcp

Heygen Universal MCP Server

by universal-mcp

Provides a standardized interface for interacting with Heygen's AI video generation tools and services through a unified API.

universal-mcp/heygen

Cloudflare Playwright MCP

by kablewy

Enables AI assistants to control a browser through Playwright and Cloudflare Workers, allowing web automation tasks like navigation, typing, clicking, and taking screenshots through natural language instructions.

kablewy/playwright-mcp-kablewy

open-webui-mcp

by tetra-2023

Exposes OpenWebUI's admin REST API as an MCP server, enabling administrative operations on OpenWebUI through natural language via MCP tools.

TETRA-2023/open-webui-mcp

StarUML Controller MCP Server — Use Case Diagram

by pontasan

An MCP server that enables AI assistants to programmatically create and manage use case diagrams (actors, use cases, subjects, relationships) in StarUML via a REST API.

pontasan/staruml-controller-usecase-mcp

ragtag-mcp

by weston-barger

A local RAG MCP server that enables AI tools like Claude to search indexed codebases and documentation using vector search with Ollama models.

weston-barger/ragtag-mcp

design-review

by davekim917

This MCP server renders UI design artifacts headlessly, runs deterministic linters, and manages stateful design review loops with an independent vision critic.

davekim917/design-artifact-loop

CodeGraph Memory MCP Lite

by starymoon

Local-first MCP-style code memory for research repositories: enables file search, Python symbol extraction, import graph, and repo context packs.

StaryMoon/codegraph-memory-mcp-lite

GitHub MCP Agent

by madanmohan0537

A server that enables natural-language queries about GitHub repositories and returns answers backed by live GitHub data.

MadanMohan0537/github-mcp-agent

agent-native-ops-demo

by melihkizmaz

Enables testing of stateless MCP server patterns including idempotent retries, server-minted handles, and progress reporting, built with NestJS and MCP-Nest.

melihkizmaz/agent-native-ops-demo

mcp-sql-metrics

by juanpinilla198

Exposes read-only PostgreSQL queries as typed MCP tools, enabling natural-language data analysis while keeping raw tables hidden and enforcing safety limits.

JuanPinilla198/mcp-sql-metrics

agentic-orchestrator MCP server

by saul4432

Enables any MCP client to drive a multi-agent orchestration engine with planning, specialist tools, critic revision, and human-in-the-loop approval for sensitive actions.

Saul4432/agentic-orchestrator

Cal-com-v2 Universal MCP Server

by universal-mcp

Provides a standardized interface for interacting with Cal-com-v2's tools and services through a unified API.

universal-mcp/cal-com-v2

Cloudsway Smartsearch

by cloudsway-ai

An MCP server integrating the remote Cloudsway Smart Search API, providing web search functionality.

Cloudsway-AI/smartsearch

hAIve MCP

by doucs91

Enforces team knowledge and workflow policies for AI coding agents by providing context, decisions, and gates before code changes are made.

Doucs91/hAIve

emailsRboring

by ahmadzafar-code

A safe, redacting MCP server for Apple Mail on macOS that enables an LLM to read, search, triage, draft, and confirm sending email while stripping secrets and blocking dangerous actions.

ahmadzafar-code/emailsRboring

Xircuits MCP Component Library

by xpressai

A Xircuits component library for defining MCP servers.

XpressAI/xai-mcp

autobrr-mcp

by arr-mcps

MCP server exposing autobrr's full API as tools, enabling LLMs to read and manage filters, indexers, feeds, clients, actions, releases, and system config. It wraps approximately 104 endpoints into 13 resource-scoped tools for comprehensive autobrr instance management.

arr-mcps/autobrr-mcp

iceDQ MCP Server

by icedq-tools

Enables managing the full data quality lifecycle through Claude Desktop, including data exploration, profiling, validation, duplicate detection, reconciliation, workflows, schedules, and execution monitoring.

icedq-tools/mcp-server

productboard-mcp

by enreign

Enables AI assistants to interact with your Productboard workspace, allowing features, products, notes, objectives, key results, and releases management.

Enreign/productboard-mcp