The MCP Trust Index.

Findle

by jgraber

A fully local MCP server that provides web search via self-hosted SearXNG and page-to-markdown conversion (static and JS-rendered), all aggregated behind a single endpoint for use with AI assistants.

jgraber/findle

tech-doc-mcp

by cy-wwyy

Provides local technical documentation with hybrid search (semantic + BM25) for AI agents, ensuring access to up-to-date framework docs.

cy-wwyy/tech_doc_mcp

mcp-docs-ask

by alyiox

Local RAG MCP server for documentation that indexes markdown repos (local paths or git URLs) and provides retrieval-only tools (ask_docs, list_docs, reindex) returning grounded passages and citations for the MCP host to synthesize answers.

alyiox/mcp-docs-ask

slop-mcp

by standardbeagle

An MCP orchestration layer that aggregates multiple MCP servers while exposing only 8 meta-tools, dramatically reducing context window usage, and provides SLOP scripting, event monitoring, and tool customization.

standardbeagle/slop-mcp

mcp-poisonguard

by skmahe1077

MCP PoisonGuard protects AI agents from tool description poisoning attacks by scanning tool descriptions and responses in real-time using multiple detection engines, blocking malicious content before it reaches the agent.

skmahe1077/mcp-poisonguard

xilinx-rag

by can-y

An MCP server for AI-driven hybrid search over Xilinx/AMD FPGA documentation, enabling assistants to retrieve datasheets, user guides, and application notes through tools like search_docs.

Can-Y/doc_search

docs-mcp

by kislevlevy

Local documentation search server for AI models using hybrid retrieval (phrase, keyword, vector). Provides MCP tools to search and fetch documentation from bundled or custom doc sets without any external API keys.

kislevlevy/docs-mcp

Industrial AI Assistant MCP Server

by workingwolfonline

Enables AI assistants to monitor and analyze industrial process data from DCS/SCADA systems via MCP protocol, with domain expert knowledge for anomaly detection and recommendations.

WorkingWolfOnline/industrial-ai-assistant

MCP ToolKit

by shibingli

A comprehensive MCP tools collection providing filesystem operations, command execution, system tools, and more, with cross-platform support and strong security features.

shibingli/mcp-toolkit

mcp-library-docs

by roznet

Provides AI assistants with access to design documentation across multiple code libraries, enabling discovery of existing utilities and patterns to avoid reimplementation.

roznet/mcp-library-docs

KubeStellar A2A MCP Server

by kubestellar

Enables AI-powered management of multi-cluster Kubernetes environments through natural language, supporting kubectl operations, function execution, and agent interactions with multiple AI providers.

kubestellar/a2a

Document Search MCP Server

by suhasdesai02

An MCP server that enables Claude Desktop or Claude Code to ingest and search local documents using vector embeddings, returning relevant chunks as tool results for the model to reason over.

suhasdesai02/mcp-doc-server

Template MCP Server

by viktormyrland

A production-ready template for developing MCP servers with Python and FastMCP, including example tools like a multiply calculator and code review prompt generator.

viktormyrland/mcp-vespa-ai

docubridge

by vladmontana

Provides AI assistants with direct access to local Markdown documentation libraries, enabling them to list, read, and search through docs on demand.

VladMontana/docubridge

release-doc-mcp

by ankitscherian

Finds version and image tag from latest successful GitHub Actions workflow run and creates a Confluence release page documenting that information.

ankitscherian/release-doc-mcp

Google Workspace MCP Server

by sahildhurat

Enables sending emails, drafting emails, and appending text to Google Docs via MCP tools.

sahildhurat/mcpserver1

mcpharden

by cognis-digital

Scans MCP servers for security hardening issues including capability declarations, transport, and tool descriptions.

cognis-digital/mcpharden

codecks-mcp

by rangogamedev

MCP server for Codecks project management, providing 38 tools to manage cards, decks, milestones, tags, and workflows via the Model Context Protocol.

rangogamedev/codecks-mcp-python

genlayer-docs-mcp

by laegend14

Enables AI assistants to search, retrieve, and browse GenLayer documentation through MCP tools.

Laegend14/Genlayer-mcp

FTP Doc Reader MCP Server

by hackerpl

Enables searching Word documents on remote FTP/FTPS servers by keyword, returning matching files with context snippets.

hackerpl/doc-mcp-server

Google Docs MCP Server

by gigabrainobserver

Provides comprehensive interaction with Google Docs, featuring specialized support for document tabs, nested structures, and markdown conversion. It enables users to list, read, create, and perform complex batch updates on documents using Google service accounts.

gigabrainobserver/google-docs-mcp-server

vidsight

by szepix

Enables AI agents to query local video timelines by extracting speech, frame captions, and on-screen text into a SQLite store, exposing search and retrieval tools via MCP.

szepix/vidsight

Universal Spec Architect

by ahmedelpannann

Enforces a rigorous spec-driven engineering workflow for AI coding assistants, requiring requirements, design, and task planning before any code is written.

ahmedelpannann/bob-a-thon-submission

Multi-Source Documentation MCP Server

by florinel-chis

Enables AI assistants to search and query documentation from multiple sources including Voiceflow and Claude Code, with full-text search, code examples retrieval, and step-by-step tutorials access.

florinel-chis/voiceflow-doc-mcp

ProjectDoc

by yarrow-cai

Enables AI editors to collaboratively manage project documentation, including todos, decisions, pitfalls, and interfaces, through MCP protocol tools.

Yarrow-Cai/project-doc

CDK API MCP Server

by konokenj

Provides offline access to AWS CDK API references and integration test code samples for both stable (aws-cdk-lib) and alpha (@aws-cdk) modules, enabling developers to browse CDK documentation through MCP resources.

konokenj/cdk-api-mcp-server

Calculator MCP Server

by victor200525

MCP server that offers basic arithmetic operations (addition, subtraction, multiplication, division) via HTTP.

Victor200525/test_mcp

Optimized Memory MCP Server v2

by agentwong

This is a personal project to test Claude AI's ability to self-write an MCP Server code for its own use.

AgentWong/optimized-memory-mcp-serverv2

Pixelbyte Figma MCP Server

by rylaa

Enables seamless integration with Figma API for extracting design tokens, generating production-ready code in multiple frameworks, capturing screenshots, and managing design assets directly from Figma.

Rylaa/pixel-figma-mcp

Timing Jeju FastAPI MCP

by timing-jeju

Internal MCP server for itinerary calculation and AI functions, receiving structured facts from a Spring backend via stateless MCP Streamable HTTP.

Timing-Jeju/jeju_AI

Workoflow MCP Server

by valantic-cec-deutschland-gmbh

Dynamically exposes your Workoflow organization's tools as native MCP tools to AI clients like Claude Code and Cursor, with per-user authentication and dual transport support.

valantic-CEC-Deutschland-GmbH/workoflow-mcp

cryosparc-docs-mcp

by riku359

Enables AI coding agents to search and retrieve official CryoSPARC documentation with version awareness, using a local prebuilt index for safe and fast access.

riku359/cryosparc-docs-mcp

Zionfhe_mcp_server_test

by joyecai

基于新型同态加密技术ZIONFHE的mcp server

joyecai/zionfhe_mcp_server_test

cuba-memorys

by leandropg19

Persistent memory MCP server for AI agents — Rust, 19 tools, knowledge graph, Hebbian learning, episodic memory, contradiction detection, prospective triggers, Bayesian calibration, zero-config Docker setup.

LeandroPG19/cuba-memorys

MCP UJI Academic Server

by mesalles

Enables querying academic data such as subjects, degrees, locations, and schedules from Universitat Jaume I via MCP tools.

mesalles/MCP_Reyes

ceph-doc-kb

by pdhiran

Enables semantic and keyword search of Ceph documentation with version-aware, component-scoped indices, supporting command lookup and code example retrieval.

pdhiran/ceph-document-kb

mcp-polib

by hsiangjenli

A Model Context Protocol server for reading, writing, and managing GNU Gettext .po translation files, enabling language models to perform file operations, entry management, partial updates, and fuzzy entry detection.

hsiangjenli/mcp-polib

wezterm-mcp

by vaporif

Enables programmatic control of the WezTerm terminal emulator through the Model Context Protocol. It allows users to manage panes, tabs, and windows while reading terminal content or sending commands directly to the terminal environment.

vaporif/mcp-server-wezterm

antidetect-browser-mcp

by slaid098

MCP server for remotely controlling BitBrowser antidetect profiles via Playwright with built-in behavioral stealth, enabling automated browser tasks with anti-detection capabilities.

slaid098/antidetect-browser-mcp

Google Docs MCP Server

by nickweedon

Enables AI assistants to create, read, edit, and manage Google Docs and Drive files with support for formatting, comments, tables, images, and bulk operations.

nickweedon/google-docs-mcp-docker

jdwp-mcp

by dronsv

Сonnects to live JVMs via JDWP protocol, enabling LLM agents to autonomously debug Java applications — attach to a running process, pause threads, set breakpoints (including conditional), inspect stacks with auto-resolved object fields, evaluate methods, set variable values, and diagnose issues like deadlocks and hung queries.

dronsv/jdwp-mcp

mcp-server-qdrant

by vaporif

MCP server for Qdrant vector database with local BERT embeddings. Enables semantic search and vector storage operations through natural language.

vaporif/mcp-server-qdrant

FixFlow

by magneticdogson

Collective memory for AI agents. One agent solves a bug - every agent in the world gets the fix instantly.

MagneticDogSon/fixflow-mcp

odoo-doc-mcp

by odoo-fun

MCP server that provides live Odoo documentation (v15.0–v19.0+) in clean Markdown, enabling AI assistants to search, fetch, and export official Odoo user and developer docs.

odoo-fun/odoo-doc-mcp

mcp-server-youtube

by vaporif

Enables AI assistants to search videos, read channels, browse playlists, fetch comments, and get transcripts from YouTube using the YouTube Data API v3 and InnerTube API for captions.

vaporif/mcp-server-youtube

moderngl-docs-mcp

by nzxhuong

Enables hybrid keyword and semantic search over ModernGL documentation using FTS5 and vector embeddings, with a single search_docs tool.

nzxhuong/moderngl_docs_mcp

mock-mcp-server

by discretetom

DiscreteTom/mock-mcp-server