The MCP Trust Index.

MCP-RAG

by 1308495420-dotcom

A modular RAG server with hybrid search and LLM rerank, exposing 3 MCP tools for AI clients like Claude Desktop and Cursor.

1308495420-dotcom/MCP-RAG

OpenClaw-xiaozhi MCP Server

by 19147951441

A bridge server that connects MCP-compatible clients to the OpenClaw (Jarvis) AI assistant for asynchronous task processing and real-time WebSocket communication. It enables users to send intents, execute tasks, and query results using a suite of tools including process_intent, ask_jarvis, and execute_task.

19147951441/OpenClaw--xiaozhi-MCP-Server

BlenderMCP

by shirshovdim

BlenderMCP integrates Claude AI with Blender via the Model Context Protocol to enable prompt-assisted 3D modeling, scene creation, and professional retopology workflows. It allows users to manipulate objects, apply materials, and execute Python scripts directly within the Blender environment through natural language.

ShirshovDIM/retopoflow_blender_mcp

mcp-super-memory

by donggyun112

Enables LLM agents to use associative memory with key/value graph-based retrieval, supporting multi-hop traversal and human-like associative leaps beyond embedding similarity.

donggyun112/mcp-super-memory

agenthub MCP

by thebusted

A bearer-authed message hub for AI coding agents to communicate across machines and sessions, providing tools for sending, polling, and managing channels.

thebusted/agenthub-oss

MCP Log Analyzer

by bbashh

Analyzes log files using AI-powered tools to detect errors, patterns, and anomalies through natural language queries in Cursor IDE.

BBashh/log_file_mcp

financial-fraud-detection-mcp

by archana-gurimitkala

An MCP server that enables AI-powered fraud detection on financial transactions using rule-based and statistical analysis tools, with sample data and Gradio dashboard.

archana-gurimitkala/financial-fraud-detection-mcp

ipykernel-mcp

by 0x0l

An MCP server that manages an IPython kernel, allowing LLMs to execute Python code in a project's virtual environment.

0x0L/ipykernel-mcp

public-apis-mcp-server-new

by online111111

一个零配置的 MCP 服务，包装 11 个免费公共 API，无需 API key，开箱即用。 A zero-config MCP server wrapping 11 free public APIs. No API keys required, works out of the box. --- 无。无需任何配置即可使用。 None. Truly zero configuration.

online111111/public-apis-mcp-server

Gonka Network Pricing

by bystray

Compare LLM inference costs and find cheap alternatives to OpenAI/Anthropic/DeepSeek. Gonka Network offers an OpenAI-compatible API at up to 6800x lower cost than GPT-4o.

bystray/gonka-mcp-server

Corporate Tools MCP Server

by oumeima-ibnelfekih

Enables AI agents to search HR policies, create IT support tickets, and send external emails with configurable security levels and human-in-the-loop validation.

Oumeima-IbnElfekih/mcp_tools

Causal Inference MCP Server

by vinit-gautam-22

An MCP server that exposes causal inference methods (difference-in-differences, synthetic control, propensity matching, and assumption checks) as callable tools, enabling AI agents to run deterministic statistical analyses instead of computing them inline.

Vinit-Gautam-22/Casual-mcp-server

code-security-skill

by chiehyii

MCP server providing a searchable security knowledge base for AI coding assistants, enabling retrieval of secure-coding instructions and feature-specific security guidance.

Chiehyii/code-security-skill

AI Hotel MCP Server

by iyadelwy

Enables AI-driven hotel booking operations with 30+ MCP tools, hybrid database architecture (PostgreSQL, MongoDB, Redis), and live benchmarking to demonstrate performance improvements.

IyadElwy/hotel_ai_mcp_project

kc_modbus_mcp

by kerberosclaw

MCP server for Modbus TCP devices that enables AI agents to read/write PLC registers by name using YAML device profiles, with a built-in simulator.

KerberosClaw/kc_modbus_mcp

mcp-blend

by shdann

shdann/mcp-blend

meshtastic-pager-mode-alfa

by chemobook

only for test

chemobook/meshtastic-pager-mode-alfa

mcflux

by dmayan-ss

Read-only MCP server for InfluxDB v1 that lets Claude query and explore time-series data using InfluxQL.

dmayan-ss/mcp-influx1

omni-kit-mcp

by inbarajaldrin

Enables driving Omniverse Kit apps (Isaac Sim, Isaac Lab) over MCP, allowing agents to control simulations, run Python, and call namespace-scoped tools via a single bridge.

inbarajaldrin/omni-kit-mcp

Devin MCP Server

by ldastey-dev

Enables interaction with Devin's API across all versions (v1, v2, v3beta1) with multi-organisation support, allowing session management, enterprise admin operations, and RBAC actions through natural language.

ldastey-dev/devin-mcp

Time MCP Server

by adubovik

Provides current time and timezone conversion using IANA timezone names, enabling LLMs to get system time or convert times between timezones.

adubovik/test-mcp-server

Assay

by vivek0712

MCP server for scoring and reviewing AWS Builder Center articles with read-quality metrics and actionable recommendations.

Vivek0712/assay

CodeMind

by codemind-ai

An AI Security Guardian MCP server that provides real-time vulnerability scanning, secrets detection, and secure coding enforcement for AI-generated code in modern web frameworks.

codemind-ai/codemind

LoreDocs

by labyrinth-analytics

Versioned document vault system for MCP-compatible AI agents. Organizes reference knowledge (specs, contracts, rules) into per-project vaults with 36 MCP tools for inject, search, link, and version operations. Local SQLite backend. Works with Claude, Cursor, Codex, Hermes Agent. Free (3 vaults) / Pro ($9/mo).

labyrinth-analytics/loredocs

Registry MCP

by slolab

A Model Context Protocol server for assisting users in registering their MCP servers, knowledge graph components, and other biomedical tools to the BioContextAI registry.

slolab/registry-mcp

brainmem-mcp

by jimmycarroll2021

MCP server for brainmem, providing memory search, write, outcome, explain, and status tools to give LLM agents auditable long-term memory. It prioritizes failures, gates writes on surprise, and supports validity intervals for beliefs.

Jimmycarroll2021/Brainmem

mcp-surveys

by ezzysoft

Public MCP server for agent-created, human-friendly, short-lived surveys. Enables agents to ask structured questions and retrieve answers.

EzzySoft/mcp-surveys

Clockify Time Tracking

by tracegazer

Enables interacting with Clockify time-tracking data through natural language, providing tools to manage workspaces, projects, time entries, reports, and more via the MCP protocol.

tracegazer/clockify-mcp

mini-mcp-lab

by 133institute

A procurement scenario MCP server for testing whether pending work can resume after a service restart, comparing legacy and modern continuation. It uses SQLite for data persistence and demonstrates real MCP protocol messages.

133institute/mini-mcp-lab

Tagent

by shashank-samala

SHASHANK-SAMALA/Tagent

Tesla MCP Server

by myteslamate

Integrates with Tesla Fleet API and TeslaMate API to control vehicles, monitor energy (Powerwall/Solar), manage charging, and analyze driving data, with generative UI and skill workflows.

MyTeslaMate/mcp-tesla

agri-mcp

by knithin1976

Fetches live agricultural weather data via OpenWeather API, providing current conditions and multi-day forecasts for any city.

KNithin1976/mcp-farmers

GameDevBench MCP

by seeleai

Enables LLM agents to capture screenshots and visualize runtime behavior within the Godot game engine for game development benchmarking. It utilizes AppleScript to provide display capture functionality for agents running on macOS.

SeeleAI/gamedevbench-mcp

Dice MCP Server

by aaronmeis

Provides dice rolling and coin flipping functionality for AI assistants via the Model Context Protocol. It enables users to roll single or multiple dice with configurable sides and perform randomized coin tosses.

aaronmeis/learn-dice-mcp-server

opendart-fss-mcp

by hypn4

An MCP server that provides access to Korea's DART corporate disclosure system, offering 84 tools for retrieving financial statements, periodic reports, and shareholding information. It enables users to programmatically query and analyze official Korean corporate data via the OpenDART API.

hypn4/opendart-fss-mcp

basecamp-mcp-server

by huskyds

MCP server for Basecamp 5 that gives AI assistants access to projects, to-dos, messages, campfire chat, documents, and card tables.

HuskyDS/basecamp-mcp-server

xhs-mcp-light

by tomerose

A lightweight MCP server that lets AI assistants publish notes to Xiaohongshu (Little Red Book) via browser automation. Supports login, image-text note publishing with up to 9 images, and search.

tomerose/xhs-mcp-light

mcp-jp-fts

by syaryn

Enables Japanese full-text search on local text files using SQLite FTS5 and SudachiPy. Supports indexing directories, searching with morphological analysis, and retrieving ranked results with snippets.

syaryn/mcp-jp-fts

bearnotes-mcp

by samcrudge

A local MCP server that lets MCP clients read and edit Bear notes on macOS using Bear's local database and x-callback-url scheme.

samcrudge/bearnotes-mcp

checkov-mcp

by niyepes

MCP server for analyzing Checkov results and generating executive explanations of vulnerabilities in Terraform infrastructure.

niyepes/python-checkov-mcp

copilot-cloud-agent-mcp

by fvegiard

Enables Claude or any MCP client to drive the GitHub Copilot cloud agent via its REST API, allowing it to research, edit, and open pull requests on repositories without manual intervention.

fvegiard/copilot-cloud-agent-mcp

autocad-mcp

by agtmwebtoon

Enables LLMs like Claude to create and edit AutoCAD drawings via natural language, supporting both headless DXF generation and live AutoCAD LT connection through file-based IPC.

agtmwebtoon/autocad-validation-mcp

Local Search MCP Server

by yuzuponikemi

Enables completely offline Wikipedia search through locally-indexed content using BM25 algorithm, allowing AI assistants to query Wikipedia without internet connectivity or external API calls.

yuzuponikemi/localsearch-mcp

ResearchStat AI

by flupke91

Enables AI-native statistical analysis and reproducible research workflows through MCP, including natural language planning, protocol-based analysis, Python/R cross-validation, and publication-ready figure generation.

flupke91/ResearchStat-AI

build-quality-mcp

by alex-jb

Enables Claude-powered pre-push code review, blocking bad commits by analyzing diffs with Anthropic's models.

alex-jb/build-quality-agent

aseprite-live-mcp

by oaktreegames

An MCP server that lets AI agents draw in a live Aseprite editor or headless mode, featuring one-action Unity sprite-sheet export, art-QA sweeps, and game-dev tools.

oaktreegames/aseprite-live-mcp

Wireshark MCP Server

by khushboonc

Bridges AI assistants with network packet analysis, enabling PCAP investigation, protocol discovery, packet filtering, stream analysis, and live capture through natural language.

KhushbooNC/Wireshark-mcp-server