The MCP Trust Index.

SOLVE-IT MCP Server

by 3soos3

This MCP server wraps the SOLVE-IT digital forensics knowledge base, enabling LLMs to query techniques, weaknesses, mitigations, and their relationships through a set of MCP tools.

3soos3/mcp-solve-it

patchwork

by sainarayana-b

Scans your source code using AST analysis to detect coding conventions, error handling, API patterns, and more, then generates a CONVENTIONS.md file to help AI agents follow your project's style.

SaiNarayana-B/patchwork

SO Analyzer MCP

by 1600822305

Enables analysis of native Android libraries (SO files) and Flutter applications, including decompilation, function identification, SSL certificate bypass patching, and binary modification through 30+ specialized tools.

1600822305/so-analyzer-mcp

cursor-mcp

by sandraschi

A FastMCP server for Cursor platform APIs enabling spend guardrails, cloud agent monitoring, and inter-agent inbox messaging.

sandraschi/cursor-mcp

mcp-openems

by rfingadam

Enables AI-assisted design of antennas and electromagnetic structures using openEMS FDTD simulation, with analytical dimension calculators and full-wave script generation.

RFingAdam/mcp-openems

TokenSaver MCP

by pozii

An MCP server that reduces AI API costs by up to 97% through token measurement, compression, caching, and pruning, all without changing prompts.

pozii/tokensaver

Volatility MCP

by gaffx

Enables AI assistants to perform memory forensics analysis using Volatility 3 through natural language prompts. Supports process listing, network connection analysis, and other memory artifact inspection from memory images.

Gaffx/volatility-mcp

Yakpdf MCP Server

by bach-ai-tools

Enables PDF generation from URLs or HTML strings through the Yakpdf API, allowing users to convert web content into PDF documents.

BACH-AI-Tools/bachai-yakpdf

Microsoft Graph MCP Server

by eesb99

Provides read-only access to Microsoft 365 services including SharePoint, OneDrive, Outlook, Teams, and Calendar through the Microsoft Graph API, enabling users to search, browse, and retrieve content across their M365 suite.

eesb99/msgraph-mcp

EditX

by retgex

An MCP server for taking screenshots and editing images with annotations, shapes, and effects.

Retgex/EditX

notion-mcp

by badhansen

A simple Model Context Protocol (MCP) server that integrates with Notion's API to manage my personal todo list.

Badhansen/notion-mcp

Japanese Weather MCP

by tsukiyama85

Provides weather information for 110 cities across Japan with natural language support for location names in kanji, hiragana, and katakana. Retrieves current weather conditions and forecasts using OpenMeteo API through MCP-compliant tools.

tsukiyama85/japanese-weather-mcp

Local DeepWiki MCP Server

by urbandiver

Generates DeepWiki-style documentation for private code repositories with RAG-based Q\&A capabilities, semantic code search, and multi-language AST parsing. Supports local LLMs (Ollama) or cloud providers for privacy-focused codebase analysis.

UrbanDiver/local-deepwiki-mcp

Task Management MCP Server

by aayush9029

Connects AI assistants to a task management API for creating, updating, and tracking tasks with iPhone notifications.

Aayush9029/mcp-server

PolicyPilot MCP Server

by alshawwaf

Enables LLM agents to automate Check Point firewall rule changes by translating natural language access requests into correct, first-match-safe policy updates via MCP tools.

alshawwaf/PolicyPilot

Image Parse MCP

by 1617110693

Enables image analysis using any OpenAI-compatible vision API, supporting URLs, local files, or base64 input with custom prompts.

1617110693/Image-Parse-MCP

Yhteentoimivuusalusta MCP Server

by jrastas

Enables searching, validating, and referencing Finnish standardized terminology, data models, and code lists to ensure consistency in design documentation for Finnish government and building industry projects.

jrastas/yhteentoimivuusagentti

nagios-mcp

by prospire-technology-services

MCP server for Nagios Core that enables querying host and service status, alerts, configuration, and other monitoring data through CGI binaries.

PROSPIRE-TECHNOLOGY-SERVICES/nagios-mcp

mindgap

by grburgess

Exposes the mindgap knowledge graph as an MCP server over stdio, providing tools to add, link, query, and manage nodes and edges in a local org-roam-style graph.

grburgess/mindgap

gdb-multiarch-mcp

by sbergeron42

An MCP server providing direct access to gdb-multiarch for debugging Nintendo Switch executables on Yuzu or hardware via a GDB stub. It features specialized tools for offset-based breakpoints, instruction patching, and frame-pointer backtraces relative to the game's base address.

sbergeron42/gdb-multiarch-mcp

Kitsu MCP Server

by huikku

Enables LLMs to interact with Kitsu production tracker via its Zou API, providing tools for project management, asset and task operations, and cross-platform migration support.

huikku/kitsu-mcp

Geodb Cities MCP Server

by bach-ai-tools

Provides access to the GeoDB Cities API for retrieving global geographic data including city details, populations, and local time. It enables users to find nearby locations, calculate distances between places, and browse administrative divisions across countries.

BACH-AI-Tools/bachai-geodb-cities

Polymarket MCP Server

by nancheng582-jpg

Enables Claude to autonomously trade, analyze, and manage positions on Polymarket prediction markets with 45 comprehensive tools covering market discovery, analysis, trading execution, portfolio management, and real-time monitoring with enterprise-grade safety features.

nancheng582-jpg/polymarket-mcp

neo4j-prefiltering-mcp

by tomasonjo

Automatically discovers vector indexes in a Neo4j database and exposes each as a semantic search tool with metadata pre-filtering, enabling natural language queries with dynamic filter support.

tomasonjo/neo4j-prefiltering-mcp

Jangada Docs MCP

by nerigleston

Enables AI assistants to access the complete documentation of the jangada library, ensuring they write code using the correct and current API without guessing function names or parameters.

nerigleston/jangada-docs-mcp

data_sync_mcp

by patrick-321

An MCP server optimized for user profile and audience data synchronization tasks, providing tools for confirmation, verification, and rollback in data sync workflows.

Patrick-321/data_sync_mcp

CoinMarketCap Portfolio MCP Server

by alg0-labs

Transforms Claude AI into a personal crypto portfolio analyst, enabling wallet analysis, AI-powered recommendations, and portfolio tracking across 8+ blockchains through natural conversation.

Alg0-labs/crypto-portfolio-mcp

archilles

by kasssandr

Enables semantic search over local Calibre libraries via MCP, allowing AI assistants to query books, annotations, and export bibliographies while keeping data private.

kasssandr/archilles

mcp-jp

by mediiiiium

Japanese SMB SaaS connectors for MCP. Includes an L-Step (LINE marketing automation) server exposing 19 tools for friends, tags, and messaging.

mediiiiium/mcp-jp

KiCad MCP Server

by skeptomai

Enables natural language search and exploration of KiCad component symbol libraries with fast full-text search across 20,000+ components including metadata like datasheets, footprints, and descriptions.

skeptomai/kicad_mcp

music21-mcp

by fernandodasilva-t

Enables musical analysis of MIDI and musicXML files using music21, providing tools for key detection, harmony, melody, rhythm, form analysis, counterpoint checking, and motif extraction.

FernandoDaSilva-T/music21-mcp

AltSportsLeagues MCP Server

by asd-git-master

Enables AI agents and sportsbooks to discover, evaluate, and monitor alternative sports leagues with tools for discovery, valuation, fingerprinting, and market data.

asd-git-master/altsportsleagues-mcp

LMStudio-MCP

by infinitimeless

A Model Control Protocol (MCP) server that allows Claude to communicate with locally running LLM models via LM Studio.

infinitimeless/LMStudio-MCP

MCP Audio Server

by batchlion

Enables text-to-speech conversion with smart language detection (using Google TTS for Chinese) and audio file playback with playback controls for Claude Desktop.

BatchLion/mcp-audio-server

aws-s3-connector-mcp

by sourav-spd

Enables MCP clients to connect to AWS S3 buckets, list, upload, and read objects in various formats, supporting public and private buckets with multiple transport modes.

sourav-spd/aws-s3-connector-mcp

LLM Council MCP

by salutaris91

A lightweight, local MCP server for Mac that replicates a 3-stage LLM council workflow using OpenRouter, enabling multi-model deliberation and synthesis directly from AI coding tools.

salutaris91/llm-council-mcp-server

niaid-data-mcp-server

by mark-aronson

Enables searching the NIAID Data Ecosystem for biomedical research resources including datasets, clinical studies, and publications using Elasticsearch queries.

mark-aronson/niaid-data-mcp-server

unofficialMCP4Vaillant

by holger1411

An unofficial MCP (Model Context Protocol) server that exposes a Vaillant heat pump's data to AI assistants like Claude. Query outdoor and room temperatures, hot water status, energy consumption, COP estimates, schedules, and diagnostics through natural conversation.

holger1411/unofficialMCP4Vaillant

zsh-tool

by arktechnwa

A Zsh execution tool for Claude Code providing yield-based command execution, PTY mode for interactive programs, circuit breaker for timeout protection, and adaptive learning (A.L.A.N.) for retry detection and proactive insights.

ArkTechNWA/zsh-tool

Security Weekly MCP

by astroicers

An MCP server that generates security weekly reports and manages a terminology glossary for the Taiwanese cybersecurity community.

astroicers/security-weekly-mcp

RTFM

by roomi-fields

The open retrieval layer for AI agents. Index your entire project — code, docs, legal, research, data — and serve surgical context via MCP. FTS5 full-text search, optional semantic search (FastEmbed/ONNX), 10 built-in parsers, incremental auto-sync.

roomi-fields/rtfm

openobserve-community-mcp

by alilxxey

A read-only MCP server for OpenObserve Community Edition that works over the REST API. Provides tools for searching logs, traces, stream schemas, and dashboards - no Enterprise license required.

alilxxey/openobserve-community-mcp

fastcontext_explore

by livelucky

An MCP server that wraps Microsoft's FastContext as a read-only repository exploration subagent, enabling coding agents to delegate broad code searches and receive compact file:line citations.

LIVELUCKY/fastcontext-integrations

MCP OCI Registry Server

by cloudowski

A Model Context Protocol (MCP) server for querying OCI container registries. Provides tools and prompts for interacting with registries like Docker Hub, GHCR, and other OCI-compatible registries.

cloudowski/mcp-oci-registry

mcp-db-schema-tools

by southglory

Database schema management MCP server for Claude Code, enabling natural language management from business requirements to complete databases.

southglory/mcp-db-schema-tools

reddit-mcp-server

by maoramsallem

Enables AI assistants to browse Reddit, analyze stock buzz, and detect trending stocks with intelligent context analysis.

MaorAmsallem/reddit-mcp-server

ff-toolkit

by inthepond

Enables LLMs to perform FFmpeg operations like clipping, merging, extracting audio, adding subtitles, and transcoding videos via a set of tools exposed as an MCP server.

inthepond/ff-toolkit

Context Portal MCP (ConPort)

by fastmcp-me

A database-backed MCP server that acts as a project memory bank, enabling AI assistants to store, retrieve, and search structured context like decisions, tasks, and architecture using SQLite and vector embeddings.

fastmcp-me/context-portal

MCP-data-inclusion

by drewano

MCP server that exposes French public APIs (Data Inclusion, Légifrance, La Bonne Alternance) as tools for LLMs, enabling social, legal, and employment assistance.

drewano/France-GPT

gpt-image-mcp

by skyjoe66

An MCP server that enables Claude Code and Claude Desktop to generate and edit images using OpenAI's gpt-image-2 model, with results saved to disk.

skyjoe66/gpt-image-mcp