The MCP Trust Index.

pdf-edit-mcp

by aryanbv

Enables editing text in existing PDFs by modifying content stream operators, preserving original fonts and positions. Provides fidelity reports on every edit, indicating font preservation, substitution, overflow, and other degradations.

AryanBV/pdf-edit-mcp

SharePoint MCP Server

by ezemriv

Enables interaction with Microsoft SharePoint sites, document libraries, and files through the Microsoft Graph API. Supports browsing, searching, uploading/downloading files, managing lists, and creating sharing links with secure OAuth authentication.

ezemriv/sharepoint-mcp

GitHub MCP Server

by pawangunjkar

A comprehensive MCP server that exposes 73 GitHub API tools for managing repositories, pull requests, issues, actions, releases, search, and more, enabling natural language control of GitHub.

Pawangunjkar/github-mcp

Evolution MCP Server

by matheuslarcher

MCP server for managing WhatsApp instances and sending messages through Evolution API.

MatheusLarcher/evolution_mcp

scopus-mcp

by josetra44

Enables AI agents to search and retrieve academic papers, author profiles, and citation data from the Scopus database via MCP tools.

JOSETRA44/scopus-mcp

Anaconda MCP

by anaconda

Exposes conda environment management tools to MCP-enabled AI coding assistants, enabling them to create, modify, and delete environments and packages on your machine.

anaconda/anaconda-mcp

simple-browser-use-mcp

by hadiazarabad

An MCP server for automating browser tasks using the Browser Use API. Provides tools to run, monitor, and manage browser automation tasks.

hadiazarabad/browser-use-mcp

365DaysOfData

by paudelsamir

A year long journey with ai from data, exploring adjacent techs

paudelsamir/365DaysOfData

PromptThrift MCP

by woling-dev

Enables 70-90% LLM API cost reduction by compressing conversation history via local Gemma 4 models or heuristics, featuring token counting, model routing, and pinned facts for preserving critical context.

woling-dev/promptthrift-mcp

nonlinear-learner

by jlu45

An MCP server that enables AI tools to generate and navigate knowledge graphs with nonlinear learning modes, including backward learning, jumping, and dynamic path adjustment.

Jlu45/nonlinear-learner

godot-mcp-docs

by nihilantropy

Provides AI assistants with access to the complete Godot Engine documentation, enabling developers to get answers about Godot classes, tutorials, and features directly in their chat interface.

Nihilantropy/godot-mcp-docs

Garmin MCP Server

by kritsanan1

Provides access to Garmin Connect data including daily health metrics, activity tracking, real-time GPS via LiveTrack, and training readiness through 12 tools.

kritsanan1/garmin-mcp

MCP Code Reviewer

by parthamehta123

Enables AI-powered code review and improvement, including analysis, refactoring suggestions, and automatic test generation, with an optional agentic loop for iterative refinement.

parthamehta123/mcp-code-reviewer

Local BI Assistant MCP Server

by janovincze

Enables natural language business intelligence queries on local databases, generating SQL, visualizations, and insights with 5 MCP tools.

janovincze/local_bi_assistant

Reexpress Model-Context-Protocol (MCP) Server

by reexpressai

Reexpress Model-Context-Protocol (MCP) Server

ReexpressAI/reexpress_mcp_server

mcp-workspace

by marcusjellinghaus

Enables AI assistants to perform file system operations within a specified project directory, including reading, writing, editing, and managing files, with optional read-only access to reference projects.

MarcusJellinghaus/mcp-workspace

seosiri-biorobotics

by seosiri-official

A stateless, deterministic Bio-Robotics Core Engine converting biological data (UniProt API) to G-code.

SEOSiri-Official/biorobotics

mcp-mistral-queue

by utenadev

An MCP server that coordinates Mistral API calls across multiple processes/clients using a shared SQLite queue, enforcing automatic rate limiting and priority-based queuing.

utenadev/mistral-managed-queue

BMKG MCP Server

by revomkg

An unofficial MCP server that provides access to Indonesia's BMKG data, including real-time earthquake reports, village-level weather forecasts, and extreme weather alerts. It enables users to search for location codes and retrieve detailed meteorological and geophysical information through natural language.

revomkg/mcp-bmkg

Duma

by zoltanpetrik

Enables AI agents to ask questions to users asynchronously via a local macOS app, allowing users to respond by text or voice.

zoltanpetrik/duma

datasaudi-mcp

by mohsinmshabbir

Ask about the Saudi economy in plain English or Arabic. No API key or database required.

mohsinmshabbir/datasaudi-mcp

mcp-server-requests

by coucya

Web Content Retrieval (full webpage, filtered content, or Markdown-converted), Custom User-Agent, Multi-HTTP Method Support (GET/POST/PUT/DELETE/PATCH), LLM-Controlled Request Headers, LLM-Accessible Response Headers, and more.

coucya/mcp-server-requests

codex-serverops-mcp

by cyyprezz

A Windows-first MCP server that maintains persistent stateful SSH sessions to Linux servers, enabling Codex to run commands, manage files, and use sudo without exposing credentials.

cyyprezz/codex-serverops-mcp

Research Citations MCP Server

by sebastianboehler

An MCP server for searching and citing research papers using RAG, enabling semantic search, citation finding, and question answering over a collection of PDF papers.

SebastianBoehler/citations-mcp

MCP MQTT Light Controller

by dshenaf

Enables control of smart lights through MQTT messaging protocol, supporting operations like turning lights on/off and adjusting brightness levels from 0-100.

dshenaf/mcp-mqtt-light

ya-reviews-mcp

by mrkhachaturov

MCP server that scrapes Yandex Maps business reviews and company info, exposing them to AI assistants via three tools. No API key required, uses headless browser.

mrkhachaturov/ya-reviews-mcp

Spark MCP Optimizer

by vgiri2015

An MCP server that optimizes Apache Spark code using Claude AI, providing intelligent code optimization suggestions and performance analysis.

vgiri2015/ai-spark-mcp-server

ViralVadoo MCP Server

by samuraigpt

Exposes Vadoo AI APIs (video generation, captions, clips, podcasts, etc.) as MCP tools for use with Claude, Cursor, and ChatGPT.

SamurAIGPT/vadooai-mcp-server

mem0-mcp-selfhosted

by elvismdev

Self-hosted mem0 MCP server for Claude Code. Run a complete memory server against self-hosted Qdrant + Neo4j + Ollama while using Claude as the main LLM.

elvismdev/mem0-mcp-selfhosted

SONiC MCP Server

by owroc

An MCP server that exposes a SONiC switch's gNMI interface as tools, enabling LLMs to read switch state and change configuration.

owroc/sonic-mcp

identity-storage-mcp

by mikskrzyp

Provides persistent, inspectable memory storage for AI agents using SQLite. Agents can store, recall, and search memories across sessions via three MCP tools.

MikSkrzyp/identity-storage-mcp

TTS MCP Server

by ayyandurai111

Text-to-speech MCP server using Microsoft Edge TTS, supporting multiple voices and async processing.

ayyandurai111/video-rander-mcp-server

Memento Vault

by sandsower

Provides persistent knowledge capture and retrieval for coding agents. Enables searching the vault, storing notes, capturing sessions, and reading notes via MCP tools.

sandsower/memento-vault

zotero-mcp

by masaki39

Integrates with Zotero's local API to search, retrieve, read PDFs, and add items by DOI from your Zotero library.

masaki39/zotero-mcp

UniArticles MCP Server

by thinktraveller

Unifies academic literature retrieval from multiple sources like Scopus, ArXiv, PubMed, and Google Scholar into a single standardized API for LLM agents.

thinktraveller/UniArticles_MCPserver

tb-query

by alir3z4

MCP server for querying and analyzing TensorBoard event files, enabling AI agents to extract scalar data, statistics, and correlations without a running TensorBoard server.

Alir3z4/tb-query

PineScript Docs

by paulieb89

Provides comprehensive Pine Script v6 documentation and tools to help AI assistants look up functions, validate syntax, and generate accurate code. It enables linting, version conversion from v5 to v6, and deep conceptual analysis to prevent code hallucinations.

paulieb89/pinescript-mcp

gemini_mcp

by shenyunhuan

A bridge that connects the Model Context Protocol to the Gemini CLI via the Agent Client Protocol (ACP) for high-performance, stateful AI interactions. It enables MCP clients to leverage Gemini's autonomous capabilities, including multi-modal support and built-in tool execution, without cold-start overhead.

shenyunhuan/gemini_mcp

mcp-bitbucket

by webboy

MCP server for Bitbucket Cloud that exposes 35 tools covering repositories, pull requests, branching models, and pipelines, enabling AI clients to automate Bitbucket workflows.

webboy/mcp-bitbucket

notebookllm_mcp

by yasirrazaa

Converts Jupyter notebooks to a simplified plain text format to reduce token usage for LLMs, and can convert back. Enables loading, editing, and saving notebooks via MCP tools.

Yasirrazaa/notebookllm_mcp

steam-store-search-mcp

by tfuru

MCP server that provides tools to search Steam games by keyword, retrieve game details (price, release date, genres), and fetch player reviews with recent ratings.

tfuru/steam-store-search-mcp

kbbi-mcp

by gaato

An MCP server for querying KBBI (Kamus Besar Bahasa Indonesia / KBBI Daring).

gaato/kbbi-mcp

graphite-mcp

by graphiteai

MCP server for the Graphite Financial Knowledge Graph, enabling natural language queries about companies, supply chains, executives, regulations, and patents via MCP-compatible clients.

GraphiteAI/graphite-mcp

Second Brain MCP

by ravishu5

MCP server that ingests YouTube videos and podcasts, making them searchable with timestamps and deep links to exact moments.

ravishu5/second-brain-mcp

mobile-agent-platform

by mobile-agent-platform

MCP server for operating and testing Android devices with AI agents. Provides observation and action tools for interactive control and spreadsheet-driven test runs.

mobile-agent-platform/mobile-agent-platform

iptorrents MCP Server

by hubbertj

Enables searching and downloading torrents from iptorrents.com using browser cookie-based authentication, with features like filtering, sorting, and freeleech detection.

hubbertj/openclaw-mcp-iptorrents-v2

time-mcp

by dochertydev

Lightweight MCP server providing system time tools (current time, date, datetime, time components, unix timestamp) for LLM applications.

DochertyDev/time-mcp