The MCP Trust Index.

myanimelist-mcp-server

by danielsuguimoto

MCP server for the MyAnimeList API v2, deployed on Cloudflare Workers

danielsuguimoto/myanimelist-mcp-server

croissant-mcp

by cheungbrenden

MCP server that gives Claude programmatic access to a local En Croissant chess opening trainer, enabling conversational opening prep by reading its SQLite database, PGN files, and Lichess API. It supports repertoire review, due cards, and opponent statistics directly from chat.

cheungbrenden/croissant-mcp

nvim-ui-mcp

by kjoonha

An MCP server that lets AI agents see, act on, and verify the rendered Neovim UI, like a Playwright for Neovim. It provides tools to launch/attach to Neovim, observe the screen, send input, and wait for conditions.

kjoonha/nvim-ui-mcp

Teaching

by pradipkumardas

This repository contains all the resources including source code, datasets, reading material, notes etc. for students to refer to as part of learning in their respective courses. README.md in relevant sections might need to be referred to get more resources specific details.

PradipKumarDas/Teaching

bca

by akshan-main

Given a bug and a token budget, how should you pick which code to show the LLM? This repo contains a benchmark that evaluates different context assembly methods on that question, using controlled single-line mutations across two Python repositories. Still in development, will expand to more methods, models and repositories.

akshan-main/bca

drop2run-cli

by drop-to-run

Source for the drop2run CLI and MCP server — publish a static site or an agent's output to an HTTPS link, no git and no build config.

Drop-to-run/drop2run-cli

mcp-server-aws-resources-python

by baryhuang

A Model Context Protocol server that enables Claude to execute Python code using boto3 to query and manage AWS resources directly from conversations.

baryhuang/mcp-server-aws-resources-python

mcp-shodan

by pipeworx-io

Wraps the full Shodan REST API to allow AI agents to search and retrieve Shodan data through natural language.

pipeworx-io/mcp-shodan

Interactive MCP

by raz-labs

Enables AI assistants to request user input through interactive popups in VS Code, supporting button selections, text inputs, and confirmation dialogs. This system allows for seamless human-in-the-loop interactions without interrupting the conversational flow.

raz-labs/interactive-mcp

nc-dmv

by pipeworx-io

Provides live wait times and office directory for North Carolina DMV driver license and license plate agencies, sourced from the state's machine-readable feed.

pipeworx-io/mcp-nc-dmv

NXY666/web-search-mcp

by nxy666

A focused MCP server that provides a single web_search tool for web searches, integrating Tavily and Brave with automatic fallback and key rotation.

NXY666/web-search-mcp

Mermaid Validator MCP

by lf112

An MCP server that validates Mermaid diagram syntax and identifies diagram types across all major formats. It provides detailed parse-error messages for invalid diagrams without requiring external rendering processes.

LF112/mermaid-validator-mcp

yandex-calendar-plugin

by shanginn

Unofficial local MCP plugin for interacting with Yandex Calendar from Codex. Enables calendar listing, event CRUD, and Telemost meeting creation via CalDAV.

shanginn/yandex-calendar-plugin

jlc-mcp

by inkroad

Local Model Context Protocol server that exposes EasyEDA Pro design capabilities as MCP tools, enabling project inspection, schematic editing, PCB design, validation, and manufacturing exports through natural language.

InkRoad/jlc-mcp

Shelv MCP Server

by shelv-dev

An MCP server for managing Shelv shelf operations, enabling users to list, search, and read files within shelves. It also supports optional write functionalities for creating and hydrating shelves through configured tools.

shelv-dev/shelv-mcp

Calculator MCP Server

by kirthi0071

A local MCP server providing basic arithmetic tools (add, subtract, multiply, divide, power, square root, percentage) and a recent-calculation history resource, designed for integration with Claude Desktop.

kirthi0071/MCP-First-Server

maha-mcp-bridge

by maha-strategies

Zero-trust local MCP bridge that exposes read-only database tools and structured book navigation to AI agents, with two-tier PII redaction and MPS audit integration.

Maha-Strategies/maha-mcp-bridge

mcp-toolkit-server

by eadnyaix

Enables file operations, database queries, web search, and calculations through the Model Context Protocol, allowing integration with clients like Claude Desktop and Cursor.

EadnyAIx/mcp-toolkit-server

Heroku Code MCP

by dsouzaanush

A token-efficient MCP server for the Heroku Platform API that uses a search-and-execute pattern to minimize context window overhead. It enables secure app management through just-in-time endpoint discovery and built-in safety guardrails for API mutations.

dsouzaAnush/heroku-code-mcp

text-analysis-api

by lazymac2x

Algorithmic text and NLP analysis server providing sentiment, readability, keyword extraction, language detection, stats, and more via REST and MCP.

lazymac2x/text-analysis-api

Korean Gov Support

by boam79

Search and manage South Korean government subsidy applications across Bizinfo, K-Startup, and SMEs24 with 12 tools for discovery, eligibility, and document preparation.

boam79/gov_support_mcp

AEO Scanner

by convrgent

Scores brand visibility across ChatGPT, Perplexity, and Claude, combining AEO, GEO, and agent-readiness metrics with remediation guidance.

convrgent/aeo-scanner-mcp

Keyboard Maestro MCP Server

by nexus-digital-automations

An advanced macOS automation toolkit that enables AI clients to directly control a machine through deep integration with Keyboard Maestro. It provides a comprehensive suite of tools for executing macros, managing variables, and performing complex system automation with enterprise-grade security.

Nexus-Digital-Automations/Keyboard-Maestro-MCP-2

ag402-mcp

by aethercore-dev

Ag402 is the payment layer for Coinbase's x402 protocol. Wrap any API or MCP server with a paywall in one command (ag402 serve), or let your AI agent auto-pay for paid APIs (ag402 run). Zero code changes for both buyers and sellers. Solana USDC, ~0.5s settlement, non-custodial, 648+ tests, MIT licensed. Works with Claude Code, Cursor, OpenClaw, LangChain, AutoGen, CrewAI out of the box.

AetherCore-Dev/ag402

WikiJS MCP Server

by vnikhilbuddhavarapu

Enables comprehensive management of WikiJS instances through tools for searching, creating, updating, and deleting wiki pages. It supports advanced features like knowledge graph exploration, page summaries, and content exporting for documentation workflows.

vnikhilbuddhavarapu/wiki-gcp-mcp

tessera

by hectar-glitches

A semantic-cache-backed RAG assistant that lets an org safely cut LLM API costs while serving accurate, source-grounded answers and never serving one across a permission boundary.

hectar-glitches/tessera

ReasoningBank-MCP

by hanw39

Implementation based on the paper "ReasoningBank: Scaling Agent Self-Evolving with Reasoning Memory"

hanw39/ReasoningBank-MCP

mcp-veo2

by mario-andreschak

MCP server that exposes Google's Veo2 video generation capabilities, allowing clients to generate videos from text prompts or images.

mario-andreschak/mcp-veo2

Gigaspec

by oleksiitrembach

An AI-native specification framework that enables deep requirements analysis and structured project planning through intelligent Q\&A workflows. The MCP server provides tools for project initialization, requirement analysis, and the generation of living documentation like development plans and architecture specs.

oleksiitrembach/gigaspec

job-search-mcp

by pendevster

Enables AI assistants to evaluate job postings under a UK visa constraint, including sponsor-licence checks with confidence grades, screening for seniority and hard requirements, and role searches that exclude recruitment agencies. It also tracks application history to help avoid duplicate applications.

pendevster/job-search-mcp

OSMOS Marketing API MCP Server

by mdkulkarni2005

Exposes the OSMOS Marketing API registry as callable MCP tools, enabling AI agents to discover endpoints and make real API calls with authentication headers and campaign hierarchy support.

mdkulkarni2005/osmos-marketing-mcp

HiMCP

by efficjump

Compiles OpenAPI 3.x documents and HTTP manifests into verified MCP tools, serving only operator-approved HTTP operations over Model Context Protocol stdio.

efficjump/hi-mcp

mcp-full

by garvkalra

GarvKalra/mcp-full

Civil 3D MCP Server

by nezolder

Enables AI assistants to write and execute C# code directly inside Autodesk Civil 3D, using read-only and write tools plus reusable skill templates for drawing and civil object tasks.

nezolder/civil3d-mcp-roslyn

Nauro

by nauro-ai

Human-approved project judgment and current state for connected AI agents, surfaced before work.

Nauro-AI/nauro

mcp-server-check

by check-technologies

An MCP server that provides 263 tools for managing payroll operations including companies, employees, contractors, payrolls, and tax configuration through the Check Payroll API.

check-technologies/mcp-server-check

mcp-unit-converter

by gregobhm

GregoBHM/mcp-unit-converter

py-mcp-ko-weather

by jikime

MCP server that provides Korean weather information using grid coordinates and the Korea Meteorological Administration API, allowing users to query current weather conditions and forecasts for specific locations in Korea.

jikime/py-mcp-ko-weather

epost-mcp

by sapn95

Enables listing and downloading scanned letters from the Swiss ePost digital letterbox through browser automation, requiring manual SwissID login for session establishment.

sapn95/epost-mcp

tiktok-mcp

by yap-audio

Provides a robust interface for searching TikTok videos by hashtags and retrieving trending content, with anti-detection measures and comprehensive metadata extraction.

yap-audio/tiktok-mcp

mcp-local-file-operating

by earthtan

A simplified MCP server specifically designed for Obsidian vaults and markdown file management. With 60% less code than the official SDK, this lightweight server enables AI assistants to securely interact with your knowledge base through rich file operations and dynamic path configuration.

EarthTan/mcp-local-file-operating