The MCP Trust Index.

MCP Grammar Tools

by guidance-ai

Validates and tests llguidance grammars (Lark format), providing grammar validation, batch test execution, and syntax documentation.

guidance-ai/guidance-lark-mcp

note-mcp

by new-village

Unofficial MCP server for note.com using cookie-based authentication to manage notes and drafts via internal APIs.

new-village/note-mcp-community

idotmatrix-mcp

by nailan

An MCP server that lets AI assistants draw pixel art on iDotMatrix LED displays over Bluetooth.

Nailan/idotmatrix-mcp

Calcifier

by caffeineworks-ai

MCP server for the Calcifier smart camping lamp, enabling control of lamp state, brightness, color temperature, mode, and battery charging via natural language with Claude.

caffeineworks-ai/calcifier

mcp-tarot-draw

by pipeworx-io

An MCP server that draws tarot cards from the 78-card deck and interprets them for your situation, using StupidAPIs with an X-API-Key required.

pipeworx-io/mcp-tarot-draw

MCP

by edubase

EduBase MCP server

EduBase/MCP

strava-mcp

by kw510

A Model Context Protocol (MCP) server with Strava OAuth integration, built on Cloudflare Workers. Enables secure authentication and tool access for MCP clients like Claude and Cursor through Strava login. Perfect for developers looking to integrate Strava authentication with AI tools.

kw510/strava-mcp

Cocos MCP

by wanghehacker

Bridge for Cocos Creator 3.8.x enabling code agents to control the editor via 43+ tools for scene manipulation, asset management, UI creation, animation, and more.

wanghehacker/cocos-mcp

Session Forge

by 420247jake

Persistent session memory with decision logging and dead-end tracking for coding assistants.

420247jake/session-forge

blok-berichtsheft

by j551n-ncloud

An MCP server that automates filling out BLok Berichtsheft (training reports) via browser automation using Playwright.

j551n-ncloud/blok-berichtsheft-mcp

Minimal MCP Demo

by shashanked

This MCP server demonstrates basic Model Context Protocol architecture by exposing a get_weather tool that returns fake weather data, communicating over stdio.

ShashankEd/demo-mcp-server

Bisibility

by corgicorner

Open-source MCP server for Bisibility, providing tools for keyword rank tracking, SERP history, keyword research, backlinks, alerts, reports, and project management. Runs locally through npm or Docker and connects to Bisibility Cloud or a self-hosted instance.

CorgiCorner/bisibility-mcp

standupbot-mcp

by rimysore

Connects Claude to GitHub activity to generate standup summaries of commits, PRs, reviews, and issues for individuals or teams.

rimysore/standupbot-mcp

mcp-mesh

by dhyansraj

Enterprise-grade distributed AI agent framework | Develop → Deploy → Observe | K8s-native | Dynamic DI | Auto-failover | Multi-LLM | Python + Java + TypeScript | MCP + A2A + REST

dhyansraj/mcp-mesh

notion-api-mcp

by pbohannon

Enables advanced todo list management and content organization using Notion's API, supporting features like creating databases, dynamic filtering, and collaborative task tracking.

pbohannon/notion-api-mcp

intelligence-hub-mcp

by t012093

An MCP server for aggregating multi-domain intelligence feeds, performing 80:20 crossover analysis, and publishing structured insights to multiple channels.

t012093/intelligence-hub-mcp

limitless-mcp

by joinquantish

Enables AI agents to trade on Limitless prediction markets on Base via MCP, with tools for wallet management, market discovery, order placement, and portfolio tracking.

joinQuantish/limitless-mcp

TwitterShots MCP Server

by twittershots

Enables generating Twitter/X tweet screenshots with customizable themes, formats, and display options using the TwitterShots API. Supports natural language commands to create screenshots and check API usage.

twittershots/twittershots-mcp

IntegraLedger/integra-agent-guard

by integraledger

Read-only Model Context Protocol server exposing LCP tools to an AI agent — verify before pay, compute an atrHash, extract and place references across ten commerce protocols.

IntegraLedger/integra-agent-guard

UltraCode

by faxenoff

MCP server for AI coding agents that builds a complete code structure graph and semantic vector index, enabling fast querying of code entities, relationships, and impact analysis.

faxenoff/ultracode

GitHub MCP Server

by techybiky

Connects Claude directly to GitHub repositories for reading code, making changes, committing, and managing branches and pull requests.

techybiky/git_mcp

mcp-nuget

by pipeworx-io

MCP server for querying the NuGet package registry. Enables searching packages and retrieving metadata, versions, and dependencies.

pipeworx-io/mcp-nuget

Bunnyshell

by aminalali8

Enables direct management of Bunnyshell cloud environments through natural language commands, supporting environment creation, component deployment, and remote development workflows via CLI capabilities.

aminalali8/bns-mcp-server

mcp_browser_use

by janspoerer

Empowers AI agents to perform web browsing, automation, and scraping tasks with minimal supervision using natural language instructions and Selenium.

janspoerer/mcp_browser_use

Frontal MCP Server

by frontal-labs

Enables management of GitHub workflows, issue templates, and repository configuration for the Frontal MCP Server project through CI/CD pipelines and security automation.

frontal-labs/mcp-server

ledger-mcp

by ahmadadam97

Enables AI agents to create accounts, record balanced double-entry transactions, query balances, and reconcile accounts against a SQLite-backed ledger through four MCP tools.

ahmadadam97/ledger-mcp

LINKIT

by jihoon42

Structures communication profiles for people with hearing difficulties and provides situational guides, assistive tools, and testimonies to enable better communication support.

jihoon42/hearing-mcp

Exponential MCP

by positonic

Connect Claude to your Exponential workspace to manage projects, actions, and OKRs directly from Claude.

positonic/exponential-mcp

mcp-interpro

by pipeworx-io

This server provides access to InterPro protein family, domain, and functional-site classification data from EBI. It allows querying protein annotations through natural language or direct tool calls.

pipeworx-io/mcp-interpro

mcp-meupc

by leosebben

An MCP server for searching PC components and comparing prices across Brazilian stores via meupc.net. It enables users to explore community builds, track deals, and access detailed hardware specifications and compatibility information.

leosebben/mcp-meupc

library-catalog-mcp

by ecmulli

MCP server for checking Fayetteville Public Library catalog availability from Claude

ecmulli/library-catalog-mcp

codemode-workers

by ancs21

Expose any API to an LLM agent as two sandboxed MCP tools (search + execute) on Cloudflare Workers.

ancs21/codemode-workers

oprow-continuum

by sanyamchaudhary27

MCP server that acts as a temporal verification firewall, checking structured assumptions or diffs against immutable version receipts to return allow/block/abstain with cited evidence.

sanyamChaudhary27/oprow-continuum

mcp-server

by serpapi

serpapi/mcp-server

lumialex-mcp

by mbernardi82

A Model Context Protocol server scaffold for building and deploying custom MCP tools using the mcp-framework.

mbernardi82/lumialex-mcp

Concur Expense MCP Server

by bharath2020

An MCP server for managing SAP Concur expense reports, allowing AI agents to create and update expenses, attach receipts and attendees, and read report data, while leaving submission and approval to humans.

bharath2020/concur-mcp

climate-feeds

by pipeworx-io

Provides tools to list curated climate and energy feeds, read feed items, and fetch any RSS/Atom feed with robust fallback handling.

pipeworx-io/mcp-climate-feeds

3d-ai-studio-secure-mcp

by mok666

Secure MCP server for Windows to control 3D AI Studio REST API from Codex/Claude Code, with API key injected via 1Password Environments.

mok666/3d-ai-studio-secure-mcp

Nibble

by talia04

Enables AI agents to investigate production incidents by exposing service health, logs, and deployment data through MCP tools.

Talia04/Nibble

MCP Hello World Server

by 9kubczas4

A minimal MCP server that exposes a 'say_hello' tool and serves an Angular UI as an MCP App resource, demonstrating the MCP App architecture.

9kubczas4/mcp-app-angular-boilerplate

MongoDB Memory MCP

by jtv4k

Provides persistent memory for AI assistants using MongoDB Vector Search, enabling content storage, semantic search, and knowledge retrieval through MCP tools.

jtv4k/mongodb-memory-mcp

mcp-minecraft

by arjunkmrm

Allows AI models to observe and interact with the Minecraft world through a bot.

arjunkmrm/mcp-minecraft

finance-mcp-server

by mkkim2102

A personal finance MCP server that combines DART official disclosures, Telegram analyst chatter, and Toss Securities live trading to give LLM agents research and execution capabilities.

mkkim2102/finance-mcp-server

vlm-mcp-server

by syntx-ai

An MCP server providing vision and video analysis tools, configurable with any model provider.

syntx-ai/vlm-mcp-server

IEEE Xplore MCP Server

by danieltyukov

Allows users to search and retrieve academic papers, metadata, and citation counts from the IEEE Xplore digital library. It supports full-text search, author-specific queries, and publication tracking through the IEEE Xplore API.

danieltyukov/ieee-mcp

Pilot

by followingseas

Delivers rutter — organizational, team, and personal knowledge bundles — to AI coding agents via CLI and stdio MCP, providing context and search tools.

followingseas/pilot

google-tasks-mcp

by justerlex

An MCP server for Google Tasks with full API support including task-list CRUD, task CRUD, reordering, and a diff_tasks change-harvester that detects hidden completions.

justerlex/google-tasks-mcp