The MCP Trust Index.

MonoMCP Gateway

by monomcp

A unified MCP layer that serves organization toolkits as MCP endpoints with per-tool permissions, an async approval queue, and full audit logging.

monomcp/mcp

Ceedling MCP Server

by yahyayozo

Bridges LLMs to the Ceedling C unit testing framework, enabling test execution, module-specific testing, and scaffolding of source/test file triplets.

yahyayozo/ceedling-mcp-server

MCP Email Server

by ptbsare

Enables LLMs to read, send, and manage emails via POP3 and SMTP with TLS support.

ptbsare/email-mcp-server

Weather MCP Server

by arunm8489

Provides real-time weather alerts from the National Weather Service API via the Model Context Protocol. It allows LLMs to fetch active alerts for specific US states using both STDIO and SSE transport protocols.

arunm8489/MCP

Haxaml

by haxsysgit

Enforces a structured planning-before-building workflow for AI coding agents via an MCP server, maintaining a project diary and protocol to ensure agents understand context and success criteria.

haxsysgit/haxaml

Aurora 4x MCP Server

by crispiboi

Read-only MCP server that lets Claude query your Aurora 4x campaign database for colonies, fleets, minerals, and more, with support for registering custom queries.

crispiboi/aurora-mcp

gitingest-mcp

by tunanet

An MCP server that wraps gitingest to enable Claude Code to analyze GitHub repositories, providing access to code structures, statistics, and full content. It facilitates the creation of structured study notes and supports both public and private repositories through the Model Context Protocol.

tunanet/gitingest-mcp

Tool Compass

by mcp-tool-shop-org

Semantic navigator for MCP tools that finds relevant tools by natural language intent, reducing token usage by 95%.

mcp-tool-shop-org/tool-compass

amazon-mcp

by fewsats

Amazon MCP server to search & buy products using the L402

Fewsats/amazon-mcp

strands-mcp

by shawnkyzer

Scrapes and indexes Strands Agents documentation into Elasticsearch, providing a searchable MCP server for Amazon Q and other AI assistants.

ShawnKyzer/strands-mcp

skill-cortex-lite

by sim-xia

Enables all IDEs to access Claude Code Skills capabilities with skill discovery, search, and management tools.

Sim-xia/skill-cortex-server

mcp-server-engine

by ceonex420

An archived MCP server providing 14 tools (bant_qualify, ocr_extract, asr_transcribe, etc.) originally built on Python/FastAPI/Cloud Run.

ceonex420/mcp-server-engine

japan-ir-search

by tamcho113

MCP server enabling full-text search of Japanese corporate IR filings (EDINET) via AI agents, supporting local SQLite FTS5 indexing and hosted beta API.

tamcho113/japan-ir-search

mcp-playwright-tools

by cuber-it

Playwright browser automation tools for MCP enabling navigation, interaction, content extraction, and semantic locators.

cuber-it/mcp_playwright_tools

crypto-intel-mcp

by cstamigo-droid

Provides crypto market intelligence including price quotes, momentum analysis, trending coins, and a composite scored verdict, using the free CoinGecko API.

cstamigo-droid/crypto-intel-mcp

Virtuoso Schematic MCP

by michelebergo

Enables interaction with Cadence Virtuoso schematics to inspect hierarchies, nets, and instance properties via SkillBridge. It provides tools for component inspection and schematic validation to ensure design integrity.

michelebergo/virtuoso-schematic-mcp

Vitally MCP Server

by fiscaltec

Provides access to Vitally customer success platform data, enabling users to search accounts and users, view health scores, manage conversations and tasks, and create notes through natural language interactions.

fiscaltec/vitally-mcp

Hyperliquid MCP

by erscoder

Enables natural language control of Hyperliquid perpetual futures, including querying positions, prices, orderbook, and executing trades like market and limit orders, all from MCP-compatible clients.

erscoder/hyperliquid-mcp

Prismic Content MCP

by rahulpowar

Enables interaction with Prismic through tools for reading documents, managing media assets, and performing content migrations or updates. Supports the Prismic Content, Asset, Migration, and Custom Types APIs with secure write operations and multi-transport support.

rahulpowar/prismic-content-mcp

vmware-nsx-security

by zw008

AI-powered VMware NSX DFW microsegmentation and security. Manage distributed firewall policies, security groups, Traceflow, and IDPS with 20 MCP tools.

zw008/VMware-NSX-Security

owui-bash-mcp

by peterhel

Enables Open WebUI to execute bash commands for coding tasks in a persistent projects workspace, with configurable timeouts and output limits.

peterhel/owui-bash-mcp

PDP MCP Server

by vibecoding4-jc

An MCP server that provides RAG-powered Q\&A regarding Indonesia's Law No. 27 of 2022 on Personal Data Protection (UU PDP). It enables users to search for specific articles, legal definitions, data subject rights, and regulatory sanctions through Pinecone and OpenAI.

VibeCoding4-JC/pdp-mcp-server

journald-mcp-server

by james116blue

An MCP server for accessing systemd journal logs.

james116blue/journald-mcp-server

HimiTrace MCP Server

by hieuluongxuan

A Model Context Protocol (MCP) server connecting AI agents to the Polygon blockchain for product origin verification and supply chain timeline auditing

hieuluongxuan/himitrace-mcp

frida-mcp

by zhizhuodemao

An MCP server that enables AI models to perform Android dynamic analysis using Frida, including spawning and attaching to applications, listing apps, and injecting scripts.

zhizhuodemao/frida-mcp

Garmin Coach MCP

by ant-0n3

Connects Claude to Garmin Connect data for personalized running coaching, including morning readiness checks, post-run analysis, weekly reviews, and goal tracking.

Ant-0n3/Garmin-Coach-MCP

MCP Mail Server

by glennart8

Automates email handling for a hardware store, enabling classification, response generation, and escalation using AI.

glennart8/MCP_mail_server

shewhart-mcp

by bertanucar

Enables AI agents to perform statistical process control calculations using validated, deterministic tools such as control charts, capability analysis, and tolerance intervals.

bertanucar/shewhart-mcp

fast-bitrix24-mcp

by darkclaw921

MCP server for interacting with Bitrix24 REST API, enabling CRUD operations on deals, contacts, companies, users, leads, and tasks, plus analytics and risk assessment.

darkClaw921/fast-bitrix24-mcp

comfyui-mcp

by miller-joe

MCP server for ComfyUI — text-to-image, variations, img2img refine, upscale, image proxy, and workflow runner.

miller-joe/comfyui-mcp

Israel Weather MCP

by lea-blum

Enables LLMs to query real-time weather data in Israel by automating a browser to scrape weather2day.co.il.

lea-blum/MCP

CERN GitLab MCP Server

by mohamedelashri

An MCP server that connects LLMs to CERN GitLab to discover and analyze High Energy Physics code, documentation, and analysis examples. It provides 14 tools for repository browsing, dependency parsing, and CI/CD configuration analysis.

MohamedElashri/cerngitlab-mcp

Jira MCP Server

by nahornyidoc

A local MCP server for managing Jira issues, enabling creation, update, deletion, search, and commenting on issues via natural language.

NahornyiDoc/DemoMcp

whisper-mcp

by skroes

MCP server that provides a transcribe_audio tool to convert voice messages from channels into text using OpenAI Whisper, enabling Claude Code to process audio attachments.

skroes/whisper-mcp

Pybaseball MCP Server

by jweingardt12

MCP server to fetch basic (and complex!) baseball-related stats.

jweingardt12/mlb_mcp

short-form-video-editor-mcp

by elliotthegreek

Turns long-form videos into short-form clips (TikTok/Reels) by reasoning over word-timestamped transcripts, with silence-aware rendering, STT-based validation, and optional reframing/captions.

ElliotTheGreek/short-form-video-editor-mcp

mcp-mongo

by filipescordeiro2

Enables AI agents to query and introspect MongoDB databases through find, aggregate, and schema discovery operations. Supports read-only default mode with optional write capabilities and works with any MCP-compatible client via stdio or HTTP transports.

Filipescordeiro2/mcp-mongo

EvalKit MCP Server

by tr4m0ryp

Enables testing AI safety classifier robustness against query decomposition, obfuscation, and multi-agent attacks. Provides tools for full evaluation pipelines, query previews, and status checks.

tr4m0ryp/fable-5-jailbreak

mcp-commands

by puemmth

An MCP server for tracking and managing AI command usage history using a PostgreSQL database. It enables users to log, search, and view statistics for various AI-related commands and their execution contexts.

PuemMTH/mcp-commands

Hybrid RAG MCP Server

by jiarongli517021911144

A modular Retrieval-Augmented Generation (RAG) framework that provides hybrid search and knowledge retrieval capabilities via the Model Context Protocol. It enables users to integrate document-based knowledge into LLM workflows with support for dense/sparse retrieval, reranking, and observability.

jiarongli517021911144/hybrid-rag-mcp-server

PostgreSQL MCP AI Explorer

by chlee10

A Model Context Protocol server that enables natural language data exploration and visualization for PostgreSQL databases. It allows users to convert questions into SQL queries and interact with data through a Streamlit web interface featuring automated chart generation.

chlee10/Postgresql_MCP

docs-mcp

by gossipauthorxpm

MCP server for reading and writing .docx files. Exposes four paginated tools so agents can batch-read document content and styles, write content, and union style definitions.

gossipauthorxpm/docs-mcp

mcp-compressor

by zakkii-k

A proxy that intercepts MCP responses to reduce token consumption by compressing them via a pipeline and exposing only two meta-tools to the LLM.

zakkii-k/mcp-compressor

Odoo 19 MCP Server

by bmya

Provides tools to interact with Odoo 19's External JSON-2 API, enabling CRUD operations and complex queries on Odoo databases with multi-company support.

bmya/claude-odoo-api

Perplexity Web-Search MCP

by lv042

Enables AI assistants to perform real-time web and academic searches using Perplexity's Sonar API.

lv042/perplexity-web-search-mcp

UiPath MCP Server

by lokimcpuniverse

Enables interaction with UiPath Orchestrator Cloud API to manage processes, robots, jobs, queues, and assets through natural language.

LokiMCPUniverse/uipath-mcp-server

MCP Tools

by dlightyupgrade

A modular multi-server architecture providing development automation, JIRA management, and performance reporting for Claude Code. It features specialized tools for PR health analysis, code reviews, and generating comprehensive team and individual quarterly reports.

dlightyupgrade/mcp-tools

MCP Stock Analyzer

by collaborium

Analyzes global and Indian stock market data via yfinance and queries local NSE BhavData CSV files using AI-generated SQL. It enables users to generate interactive HTML graphing dashboards for visual performance tracking and historical data analysis.

Collaborium/MCPAgentStockAnalyzer

Jira_mcp_streamlit

by pawankumar94

A Streamlit-powered Jira assistant with MCP integration. Create, search, and manage Jira tickets through a clean tabbed interface using natural language commands or direct forms. Built with Python and MCP framework.

pawankumar94/Jira_mcp_streamlit

Solar MCP

by ianherzog

An MCP server that enables AI assistants to look up solar permitting authorities, estimate solar production via PVWatts, and retrieve irradiance data. It streamlines the creation of solar-aware workflows by integrating industry-standard APIs like NREL.

ianherzog/solar-mcp