The MCP Trust Index.

whoop-mcp

MCP server that connects Whoop fitness data to Claude, enabling natural language queries about recovery, sleep, workouts, and more.

Saadh05/whoop-mcp

Crawl4AI MCP Server

A locally-hosted MCP server that provides AI assistants with advanced web crawling capabilities, including structured data extraction, deep site crawling, and page screenshots. It enables users to convert single or multiple URLs into clean Markdown content for processing by LLMs without requiring external API keys for basic features.

stevenzxs/crawl4ai-mcp

Omni-Video Studio MCP

Enables AI-powered video editing in IDEs through a pipeline-driven workflow, including proxy ingestion, motion graphics generation, and high-fidelity rendering.

Mallet-Builds/omni-video-mcp

MCP Refchecker

MCP server for verifying academic citations via Semantic Scholar, OpenAlex, and CrossRef.

JonasBaath/mcp-refchecker

duckdb-iceberg-mcp

Enables AI assistants to query Apache Iceberg tables on S3 via AWS Glue Data Catalog using DuckDB as the embedded query engine, supporting columnar Arrow reads with no data movement.

ys1173/duckdb-iceberg-mcp

Windows Notification Analysis MCP Server

Enables forensic analysis of Windows notification databases (wpndatabase.db) from E01 forensic images, automatically extracting and parsing notification data with search, filtering, timeline analysis, and sensitive information detection capabilities.

hoihosick/Windows-Notification-Analysis-MCP-Server

Stitch-MCP

An MCP server that exposes Google Stitch's AI-powered UI design capabilities as local tools. It enables project management, screen generation/editing, and design system operations by forwarding requests to Google's Stitch API.

samueljayasingh/StitchMCP

LangChain & LlamaIndex Coding Assistant

Provides real-time retrieval of official documentation for LangChain, LlamaIndex, and OpenAI. It enables context-aware coding by fetching the latest API references and guides directly into Claude via the Model Context Protocol.

aadhil96/mcp-coding-assistant

Multi-Function Security MCP

Enables automated security detection and compliance auditing for cloud hosts and servers, including threat detection, baseline security checks, cryptocurrency miner detection, log analysis, and real-time monitoring through API and web dashboard.

honysyang/mcp_tools

MCP Toolkit

Diagnostic MCP server that captures and inspects MCP traffic including request headers, auth tokens, and JSON-RPC details.

aighostmod/mcptoolkit

Bible MCP

Enables local-first semantic search and retrieval of Korean Bible verses using FAISS embeddings and full-text indexes. Supports exploration of biblical entities including people, places, and events with Korean-to-English query handling.

parsifal295/bible-mcp

rope-mcp-server

Provides Python refactoring capabilities via the Rope library, enabling AI agents to perform safe, project-wide code transformations such as renaming symbols, moving modules, and extracting methods.

krystofbe/rope-mcp-server

Voice-AGI MCP Server

An advanced MCP server that provides stateful voice-controlled AGI capabilities with local STT, TTS, and intent detection. It enables users to execute tools, manage memory, and conduct research through natural multi-turn dialogue with low-latency performance tracking.

marc-shade/voice-agi-mcp

AI Agent Marketplace Index Search MCP Server

MCP Server for AI Agent Marketplace Index from DeepNLP

AI-Agent-Hub/ai-agent-marketplace-index-mcp

Turbo Quant Memory MCP Server

Provides persistent, local-first memory with knowledge graph and hybrid search for AI coding agents, reducing token usage by storing decisions, patterns, and codebase context.

Lexus2016/turbo_quant_memory

codex-async-mcp

Local MCP server that wraps the codex CLI asynchronously, returning a job_id immediately to avoid MCP protocol timeouts, and providing tools to start, poll, list, and cancel codex jobs.

benzkittisak/claude-codex-mcp

RevitMCP

A pyRevit extension and Python server that enables AI clients to interact with a live Autodesk Revit session through tools for project info, view management, element operations, and schedule management.

oakplank/RevitMCP

brs-docs-mcp

MCP server for Roku BrightScript documentation and device control, enabling doc search, device introspection, keypress/keysequence input, app launch, and sideloading.

bblietz/brs-docs-mcp

klone-mcp

A minimal MCP server for UW Hyak (klone) that exposes tools to run shell commands and write files remotely, along with documentation resources for klone-specific utilities.

aurasoph/hyak-mcp

mcp-elasticsearch

MCP server connecting AI systems to Elasticsearch clusters

sonirico/mcp-elasticsearch

unreal-mcp

Enable AI assistant clients like Cursor, Windsurf and Claude Desktop to control Unreal Engine through natural language using the Model Context Protocol (MCP).

chongdashu/unreal-mcp

Ambient Code Platform MCP Server

Enables delegation of agentic sessions to Kubernetes-hosted Claude agents running on the Ambient Code Platform. Supports creating, managing, and communicating with remote AI agent sessions through OpenShift authentication.

jeremyeder/mcp

Proxmox MCP Enhanced

Provides a complete MCP server for managing Proxmox VE infrastructure with 115 specialized tools, enabling AI assistants and automation systems to perform complex virtualization tasks seamlessly.

chajus1/proxmox-mcp-enhanced

TallyPrime MCP Server

Enables natural language interaction with TallyPrime accounting software via Claude AI, allowing querying reports, creating vouchers, and managing ledgers without manual navigation.

svharivinod/tallyprime-mcp

KCSC Standard MCP

Parses Excel/PDF construction calculations and retrieves Korean construction standards (KCSC/KDS/KCS) for AI-driven review, enabling automated structural calculation verification.

easternwise98/kdh-standard-mcp

Document MCP Server

Provides tools and resources for managing in-memory documents, allowing users to read, edit, and list document contents via the Model Context Protocol. It includes features for formatting documents to Markdown and accessing document-specific resources.

mparth14/MCP-anthropic

vcanchik/robotmem

Thin npm wrapper for the robotmem Python CLI and MCP server.

vcanchik/robotmem

mcp4xiaozhi

Provides MCP tools for Vietnamese 'On this day' history events, latest VNExpress news, and random fables.

vdlaptrinh/mcp4xiaozhi

MCP Chat Server

Enables interactive chat with AI models via Anthropic API, supporting document retrieval and extensible command-based tool integrations.

GuilhermeTavares13/cli_project

slack-indexed

An MCP server for semantic search and retrieval of indexed Slack messages stored in Qdrant using Cohere reranking via AWS Bedrock. It enables users to search through Slack history, retrieve full message threads, and access channel or user statistics through natural language.

KanvaBhatia-Alaan/alaan-slack-indexed-mcp-tool

Piazza MCP Server

Enables interaction with Piazza to fetch posts and course information directly through Claude. Users can list configured courses and retrieve recent posts from specific classes via natural language commands.

clarsbyte/piazza-mcp

Z.ai Integration MCP Server

Provides filesystem access and integration with Z.ai's GLM-4 models for code generation and reasoning tasks. Designed to work as a git submodule with automatic parent repository detection.

WilliamLebrato/mcp

Google Calendar MCP Server

Enables AI assistants to manage Google Calendar by listing, creating, updating, and deleting events. It also includes functionality to find available time slots for scheduling.

SamRind/gcal-mcp-server

flipper-mcp-bridge

An MCP server that exposes a USB-connected Flipper Zero device as tools for controlling infrared devices. It enables listing, parsing, and transmitting IR signals from saved files and built-in universal remotes.

dudebot/flipper-mcp-bridge

google-maps-mcp-server

Production-ready MCP server for Google Maps Platform APIs, providing 11 tools for directions, places, geocoding, traffic, and road data to empower AI agents with location intelligence.

ettysekhon/google-maps-mcp-server

Google Classroom MCP

This MCP server provides comprehensive read and write access to Google Classroom, enabling management of courses, rosters, assignments, and grades. It supports full lifecycle operations for educational environments including student submissions, teacher invitations, and coursework organization.

carlosrm22/mcp-classroom-codex

Construction Cost Calculator MCP

Provides construction cost estimation tools using data from a public Google Sheet for items like concrete, framing, and electrical. It allows users to search items, filter by category, and calculate total project costs including labor and material expenses.

AbhiGit-Trimble/construct-cost-mcp

MCP-RAGAnything

Multi-modal RAG service exposing a REST API and MCP server for document indexing and knowledge-base querying, powered by RAGAnything and LightRAG.

SoluDevTech/mcp-raganything

restic-mcp

An MCP server that enables AI assistants to manage restic backups, including listing snapshots, browsing files, and creating new backups. It provides tools for repository maintenance, data restoration, and applying retention policies through the Model Context Protocol.

mohsenil85/restic-mcp

PilotOps MCP

Enables AI-driven incident response by connecting Claude to monitoring tools like Prometheus, Grafana, Loki, PagerDuty, and Slack for automated investigation and runbook generation.

muhammedehab35/PILOT_OPS-MCP

Masumi Agent Manager

Connects AI clients to decentralized agent discovery, hiring, monitoring, and payment systems on the Masumi Network.

masumi-network/masumi-mcp-server

Enhanced Word Document MCP Server

A consolidated MCP server for creating, reading, and manipulating Microsoft Word documents with 25 tools including search/replace, track changes, and document protection.

ildunari/enhanced-word

Burp Suite

Connects Claude Code to Burp Suite Professional for real-time web security analysis via a Java plugin and Python MCP bridge.

96xiaopang/burp-mcp-server

cctx-mcp

An MCP server that provides structure-aware code analysis (symbol trees, dependencies, docs) to reduce AI agent token consumption by up to 99%, along with Git commit intelligence.

nikondrat/cctx-mcp

corekit-mcp

MCP CoreTools for developers

dnevb/corekit-mcp

MCP Universal Test Suite Generator

Enables AI assistants to analyze Java and Web projects, automatically generate unit tests (JUnit) and end-to-end tests (Selenium), and execute them directly through Maven or NPM commands.

gigici99/mcp

EasyWebhook-MCP

Enables Claude to send webhooks to Discord, Slack, or any custom HTTP endpoint with support for storing webhook URLs as aliases in .env files for easy management and secure reuse.

plgonzalezrx8/EasyWebhook-MCP

Kubernetes MCP Server – 5G Core Edition

Exposes Kubernetes cluster state with specialized telecom awareness of 5G Core network functions and topologies to MCP-compatible LLMs. It enables natural language analysis of 5G workloads, network slices, UPF data planes, and cluster health.

sanzco/mcp5g

Security Testing MCP Server

Provides penetration testing tools including nmap, nikto, sqlmap, wpscan, and exploit database searches for educational and authorized security testing purposes using Kali Linux tools.

avi686/security-mcp-server

Crypto API Fixer

Auto-repair middleware for crypto trading bots. Fixes API errors silently in <2ms.

Rak4n-sa/crypto-api-fixer