The MCP Trust Index.

Git Helper AI MCP

by csoai-org

Git Helper AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

CSOAI-ORG/git-helper-ai-mcp

mcp-server-bedrock-image

by yaksh36

An MCP server that gives AI agents the ability to generate, edit, and manipulate images using Stability AI models on AWS Bedrock.

Yaksh36/mcp-server-bedrock-image

Search MCP Server

by kikohz

Free web search MCP server using SearXNG, supporting web search, news search, and search summaries.

kikohz/search-mcp

quickwit-mcp

by agarwalvivek29

A read-only MCP server that exposes Quickwit log search and aggregations to LLM clients, enabling natural language log investigation.

agarwalvivek29/quickwit-mcp

mcp-openscad-render-loop

by archimedes-market

OpenSCAD wrapped as an MCP server. Render .scad with parameter overrides, run parametric sweeps, validate syntax, compute STL metrics. Curated by Archimedes Market with a verified Trust Report.

archimedes-market/mcp-openscad-render-loop

mcp-server-go-quality

by afshinator

One MCP server for golangci-lint, govulncheck, and nilaway — a unified Diagnostic\[] array with consistent file:line:column navigation, parallel execution, and zero-config auto-install - for golang development.

afshinator/mcp-server-go-quality

garmin-mcp

by tyler-irving

Enables Claude to access and query your Garmin Connect data, including sleep, activities, training load, and health metrics, through a set of read-only MCP tools.

Tyler-Irving/garmin-mcp

shepp-lambda-mcp

by sam-shepp

A Model Context Protocol (MCP) server that bridges MCP clients with AWS Lambda functions, enabling AI models to invoke Lambda functions as tools without code changes.

sam-shepp/shepp-lambda-mcp

MCP Claude Context Continuity

by tethiro

An MCP server that maintains conversation context for the Claude CLI across multiple invocations using its built-in resume feature. It enables users to save, restore, and branch sessions to manage continuous AI interactions effectively.

tethiro/mcp-claude-context-continuity

Screeny

by rohanrav

Screeny is a privacy-focused macOS MCP server enabling AI agents to capture screenshots of user-approved windows

rohanrav/screeny

Daz Pilot

by millsydotdev

MCP server for AI-driven DAZ Studio scene editing. Runs as a native DAZ Studio plugin (DLL) and exposes all scene control, rendering, dForce, asset, and animation commands through the Model Context Protocol.

millsydotdev/DazPilot

Slash Command Manager

by liatrio-labs

Generates and manages slash commands for AI coding assistants like Claude Code and Cursor, supporting both interactive CLI and programmatic MCP access.

liatrio-labs/slash-command-manager

Washington State Legislature MCP Server

by awalcutt

Enables AI assistants to access Washington State Legislature data for bill tracking, committee meetings, legislator lookup, and legislative document retrieval via conversational interfaces.

awalcutt/wa-leg-mcp

vivado-mcp-agent

by wangyuxin0707

MCP server for deterministic Vivado FPGA automation including project scaffolding, simulation, synthesis, implementation, and gated bitstream generation.

wangyuxin0707/vivado-mcp-agent

punt-quarry

by punt-labs

Enables local semantic search over documents (PDFs, code, etc.) using local embedding models, allowing AI agents and users to find information by meaning without API keys or cloud services.

punt-labs/quarry

Media-infrastructure

by elestirelbilinc-sketch

Media Execution Control Layer for AI Agents. Reserve-execute-burn/refund pattern. FFmpeg post-processing (format conversion, audio normalization) Supports Flux2 Pro, Veo 3.1, Suno V5.

elestirelbilinc-sketch/vap-showcase

clio-mcp

by lawyered0

An MCP server for Clio Manage legal practice management software that enables Claude and other MCP clients to read and write Clio data including contacts, matters, and activities directly from chat.

lawyered0/clio-mcp

AWS Security MCP Server

by skjortan23

Enables management and analysis of AWS security groups, S3 buckets, and VPC connections via MCP.

skjortan23/aws-security-mcp-server

Review Guru MCP Server

by kapruka

Enables searching and retrieving Sri Lankan business reviews and doctor profiles from Review Guru, with tools for listings, reviews, search, and categories.

kapruka/reviewguru-mcp

apple-mail-mcp

by s-morgan-jeffries

Enables AI assistants to read, send, search, and manage emails in Apple Mail on macOS.

s-morgan-jeffries/apple-mail-fast-mcp

helix-pilot

by tsunamayo7

GUI automation MCP server that enables AI agents to see and control the Windows desktop using a local Vision LLM (Ollama), supporting screenshot analysis, mouse/keyboard actions, and autonomous task execution.

tsunamayo7/helix-pilot

Homebox MCP Server

by oangelo

MCP server for managing Homebox inventory via AI assistants, enabling item management, location organization, and label categorization.

oangelo/homebox-mcp

Weather MCP Server

by cyc20020404-sys

A real-time weather query server based on the HelloAgents framework that provides weather data for major Chinese cities and global locations via the wttr.in API. It allows users to retrieve temperature, humidity, and atmospheric conditions without requiring an API key.

cyc20020404-sys/weather-mcp-server

noyalib-mcp

by sebastienrousseau

MCP server for lossless YAML 1.2 editing by AI agents. Two tools — noyalib_get (read a value at a dotted/indexed path) and noyalib_set (write a value, preserving comments/formatting byte-for-byte). Pure Rust, streaming-first serde, JSON Schema validation. MIT OR Apache-2.0.

sebastienrousseau/noyalib-mcp

BioCite-MCP

by muslus

BioCite-MCP enables LLMs to retrieve verified academic literature metadata, citations, and BibTeX from Europe PMC and Crossref, and audit manuscripts for citation accuracy.

muslus/biocite-mcp

SQL Generative MCP

by denuwanhh

Enables natural language querying of PostgreSQL databases under read-only mode, returning results as structured XML.

Denuwanhh/sql-generative-mcp

odoo-mcp-xyt

by xyt-mcp

MCP server integrating with Odoo ERP systems, enabling AI assistants to interact with Odoo data and functionality through tools and resources.

xyt-mcp/odoo-mcp-xyt

hummingbot-mcp

by drasticstatic

Enables Claude and Gemini CLI to interact with Hummingbot for automated cryptocurrency trading across multiple exchanges.

drasticstatic/hummingbot-mcp

NeverOnce

by weberg619

Persistent, correctable AI memory with zero dependencies. Corrections always surface first and never decay. SQLite-backed, 400 lines of pure Python, MCP server included.

WeberG619/neveronce

CSS MCP Server

by lesleslie

Enables CSS analysis with 150+ metrics, MDN documentation retrieval, and browser compatibility checks for CSS properties.

lesleslie/css-mcp

Odoo MCP Server

by urmilabhuva

Enables AI assistants to interact with Odoo ERP systems through XML-RPC to manage records, search for employees, and track holidays. It provides comprehensive access to Odoo models and methods, allowing users to query data and execute custom functions via the Model Context Protocol.

urmilabhuva/mcp-odoo-fork

keystone-mcp

by tacoda

An MCP server that retrieves contextual information from company resources and surfaces it to coding agents as rules, reasoning, skills, and commands.

tacoda/keystone-mcp

mcp-bbs

by livingstaccato

A FastMCP-based telnet client that enables AI agents to interact with legacy Bulletin Board Systems (BBS) through the Model Context Protocol. It features full ANSI terminal emulation, pattern-based screen reading, and automatic discovery of menus and navigation flows.

livingstaccato/mcp-bbs

mcp-email

by weiting-tw

MCP server that enables email management (send, read, search, delete, etc.) via IMAP/SMTP, compatible with Gmail, Outlook, Yahoo, iCloud, and other standard mail servers.

weiting-tw/mcp-email

FastAPI Architect MCP

by abdessamadtzn

An MCP server that gives Claude Code IDE-level intelligence for FastAPI projects — semantic code navigation, safe renaming, route inspection, dependency trees, and Pydantic model analysis. Instead of Claude reading files blindly, it calls structured tools backed by Jedi (Python language server) and Python's AST.

AbdessamadTzn/fastapi-architect-mcp

DrissionPage MCP Server

by jumodada

A professional browser automation server that enables MCP clients to perform structured web navigation, element interaction, and data extraction using the DrissionPage framework. It features 14 deterministic tools optimized for LLMs to automate web workflows efficiently without relying on vision-based models.

jumodada/Drissionpage-MCP-Server

fabric-lakehouse-mcp

by melisa-l

A Model Context Protocol server for Microsoft Fabric that enables AI agents to query and analyze Lakehouse and Eventhouse data, and manage Eventstreams, using natural language through the MCP interface.

melisa-l/fabric-rti-mcp

UUID AI MCP

by csoai-org

Generates UUID, ULID, and NanoID identifiers via MCP protocol.

CSOAI-ORG/uuid-ai-mcp

MarkIndex MCP

by rajfazulhussain2008

Enables LLMs to accurately navigate and retrieve information from complex documents using Page Index RAG methodology.

rajfazulhussain2008/markindex-mcp

CSOAI-ORG/coppa-ferpa-mcp

by csoai-org

MCP server for children's privacy compliance, enabling checks under COPPA, FERPA, UK Age Appropriate Design Code, and EU AI Act provisions for minors.

CSOAI-ORG/coppa-ferpa-mcp

Garmin MCP Server

by shubhaankar-sharma

This Model Context Protocol (MCP) server connects to Garmin Connect and exposes your fitness and health data to Claude and other MCP-compatible clients.

Shubhaankar-Sharma/garmin-mcp-railway

Planthire AI MCP

by csoai-org

Planthire AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

CSOAI-ORG/planthire-ai-mcp

RAG MCP Server

by sglwsjxh

A RAG knowledge base MCP server that adds vector search and reranking capabilities to opencode, supporting multimodal embeddings, multiple knowledge bases, and local storage.

sglwsjxh/rag-mcp

Hash Utils AI MCP

by csoai-org

Hash Utils AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

CSOAI-ORG/hash-utils-ai-mcp

CatoBot autoexperiment MCP Server

by iamcatobot

A domain-agnostic MCP server for autonomous experimentation, generalizing Karpathy's autoresearch pattern into a reusable server that any AI agent can drive, pointed at any domain defined by a JSON configuration.

IamCatoBot/catobot-autoexperiment-mcp

db-mcp-server

by stucchi

A multi-database MCP server supporting MySQL, PostgreSQL, MongoDB, and SQLite with read-only and read-write query capabilities, schema inspection, and SSH tunneling, all without Docker.

stucchi/db-mcp-server

hepdata-mcp

by hepdata

Enables discovery of HEPData records, tables, and data access with read-only operations and export links.

HEPData/hepdata-mcp

mcp-server-matrix

by baho73

Enables AI assistants to interact with Matrix, the open decentralized communication protocol, allowing them to send and read messages, manage rooms, and perform other Matrix operations through natural language.

Baho73/mcp-server-matrix

memocean-mcp

by channellabai

Local-first AI Memory MCP server for AI agents to search and manage knowledge stored in Obsidian vaults, optimized for CJK languages with zero AI dependency.

ChannelLabAI/memocean

Vault Sync

by adelaidasofia

Bidirectional sync between personal and team Obsidian vaults.

adelaidasofia/vault-sync-mcp