The MCP Trust Index.

5G-MAG M1 Interface MCP Server

by aaronmontilla

An MCP server that exposes the 3GPP M1 interface as AI-callable tools, enabling LLM agents to configure 5G Media Streaming sessions through natural language.

aaronmontilla/M1-mcp

Find BGM MCP Server

by opiuman

Helps YouTube content creators find perfect background music for their shorts by analyzing script content for mood, theme, and pacing, then recommending suitable tracks from YouTube Music with confidence scoring and duration filtering.

opiuman/mcp-bgm-recommender

Bolor Brain

by photoxpedia

Modular cognitive architecture with memory systems, advanced reasoning, and self-evolving skills

photoxpedia/bolor-brain-mcp

MetaTrader 5 MCP Server

by cloudmeru

Provides read-only access to MetaTrader 5 market data, trading history, and technical analysis through Python execution. Supports querying price data, calculating indicators, creating charts, and generating forecasts with Prophet and ML models.

Cloudmeru/MetaTrader-5-MCP-Server

Quick Design

by rishapgandhi

An MCP server that generates professional design artifacts (HTML, PDF, PPTX) in seconds, powered by 150 design systems and 270+ skills.

rishapgandhi/quick_design

HANAPerformanceMCP

by erhankeseli

An MCP server that gives AI assistants direct access to SAP HANA performance data — query plans, execution stats, memory usage.

erhankeseli/HANAPerformanceMCP

UniFi MCP Server

by nntkio

Enables AI assistants to interact with Ubiquiti UniFi network infrastructure for monitoring devices, managing clients, and performing configuration tasks like blocking/unblocking devices and viewing network health.

nntkio/unifiMCP

voikko-mcp

by markus-pasanen

Finnish language verification MCP server providing spell checking, grammar checking, morphological analysis, hyphenation, and tokenization tools.

Markus-Pasanen/voikko-mcp

inject-bender

by jaspertvdm

Transforms malicious input (e.g., SQL injection, XSS) into absurd hiking boot advertisements, confusing attackers while logging everything.

jaspertvdm/mcp-inject-bender

decision-mind

by rmrf2020

A demo projects for Model Context Protocol

rmrf2020/decision-mind

scry

by prmichaelsen

Marker-indexed SQL cache MCP server that indexes in-file @scry.\* markers into a SQLite database, enabling agents to query structured project knowledge via read-only SQL without LLM reasoning.

prmichaelsen/scry

QWED-MCP

by qwed-ai

Enables deterministic verification for AI assistants by executing Python code that uses symbolic engines like SymPy and Z3 for math, logic, and code analysis.

QWED-AI/qwed-mcp

AI-OdooFinder

by santipbarber

Enables LLMs to search Odoo modules in OCA repositories using hybrid search (semantic + full-text) for finding the perfect module quickly.

SantipBarber/ai-odoo-finder

Gemini Code Assist MCP

by vinnyvangogh

An MCP server that integrates Google Gemini CLI with Claude Code for AI-powered development assistance, enabling code review, bug analysis, feature planning, and code explanation without requiring an API key.

VinnyVanGogh/gemini-code-assist-mcp

doc-mcp-server

by hwc2357300448

A powerful Word document editing MCP server that provides complete document manipulation capabilities, including creation, editing, formatting, tables, images, and advanced features like footnotes and interface document generation.

hwc2357300448/doc-mcp-server

swiss-snb-mcp

by malkreide

Enables AI models to query Swiss National Bank data including exchange rates, balance sheet, interest rates, SARON, monetary aggregates, banking statistics, and balance of payments via the SNB public API.

malkreide/swiss-snb-mcp

Gemini MCP Server

by deepzhun

Connects any MCP client to the Google Gemini API, providing tools for text generation, chat, vision analysis, embeddings, token counting, and model listing.

deepzhun/gemini-mcp-server

Interactive Feedback MCP

by nhatpse

Enables AI assistants to request user feedback and confirmation to prevent speculative tool calls and reduce resource usage. It streamlines task completion by consolidating multiple potential steps into a single, feedback-aware process.

nhatpse/Antigravity-MCP

engrams

by stevebrownlee

Gives AI assistants persistent, queryable project memory for decisions, patterns, and rules, reducing the need to re-explain context in every prompt.

stevebrownlee/engrams

azure-adf-mcp

by nachiketap11

An MCP server that exposes Azure Data Factory operations as tools any LLM can call — trigger pipelines, monitor runs, inspect datasets, and get factory health summaries through natural language.

nachiketap11/azure-adf-mcp

askme-mcp

by sughosh-pocketfm

Hybrid MCP server combining Graphify's structural code graphs with Understand-Anything's semantic knowledge bases for code analysis, offering tools for querying code structure, semantic explanations, and hybrid operations like trace and ask.

sughosh-pocketfm/ask-me

codex-mcp-server

by shilong20

MCP server for Codex CLI — tmux persistence, git worktree isolation, async dispatch.

shilong20/codexmcp

webcrawl-mcp

by andyliszewski

Lightweight MCP server for web scraping, search, and crawling. Uses local trafilatura/DuckDuckGo by default with optional Firecrawl fallback for transport-blocked pages.

andyliszewski/webcrawl-mcp

TrakSYS MCP Server

by ea2-programmer

An MCP server that provides secure, read-only access to the TrakSYS manufacturing analytics platform through entity-based tools and guided investigation prompts. It enables users to interact with manufacturing databases and perform data analysis via natural language.

EA2-Programmer/Mcp-project

OpenShift Partner Labs MCP Server

by itroyano

Enables lab managers and developers to perform OpenShift Partner Labs operations, such as cluster provisioning and state changes, through natural language conversations by aggregating low-level database interactions into high-level MCP tools.

itroyano/openshift-partner-labs-mcp-server

Multi-Database MCP Server

by roshanponnappa

Enables simultaneous querying and schema exploration across multiple database types, including PostgreSQL, MySQL, SQL Server, and SQLite. It supports parallel query execution and detailed inspection of tables and schemas across different database instances.

roshanponnappa/multidb-mcp-server

hyperliquid-mcp

by edkdev

Enables AI assistants to securely trade on Hyperliquid perpetual exchange, including order placement, position management, market data retrieval, and vault operations via natural language.

edkdev/hyperliquid-mcp

ktalk-mcp

by mdemyanov

Enables accessing Контур.Толк (KTalk) recordings, transcripts, and summaries from Claude Code.

mdemyanov/ktalk-mcp

agent-mesh

by ng-bullseye

Provides a messaging multiplexer for agents using Redis streams, allowing Claude Code to send, receive, and ping other agents through MCP tools.

NG-Bullseye/agent-mesh

MCP LTM Server

by kavierim

A networked long-term memory server that enables AI agents to maintain persistent context across sessions via Server-Sent Events (SSE), with secure multi-tenancy and autonomous memory lifecycle management.

kavierim/MCP_LTM_Server

Nutrient PDF MCP Server

by pspdfkit

Enables low-level PDF object-tree inspection and debugging through natural language, with lazy loading for token efficiency.

PSPDFKit/nutrient-pdf-mcp-server

aimm-mcp

by dylancodybrown

Local MCP server for AI Model Manager that captures SQL data-model metadata and exposes it to MCP clients over stdio.

DylanCodyBrown/aimm-mcp

MongoDB Movie Database

by patw

Enables querying and analyzing the MongoDB sample_mflix movie dataset through natural language, supporting searches by title, genre, actors, directors, ratings, and providing aggregate statistics like counts and averages.

patw/movie-mcp

mcp-server-reviewer

by twkim1122

Reviews MCP servers for quality, security, and best practices, providing scores and improvement plans.

twkim1122/mcp-server-reviewer

MSSQL Database MCP Server

by vpro1032

Enables AI assistants to securely interact with Microsoft SQL Server databases to query data, inspect schemas, and retrieve metadata with read-only operations by default and optional write capabilities.

vpro1032/mssql-mcp-server

Math MCP Server

by unrealandychan

Enables mathematical operations such as addition, subtraction, multiplication, and division through natural language, deployed on Google Kubernetes Engine with secure and scalable infrastructure.

unrealandychan/gke-mcp-server

Multi Fetch MCP Server

by alexyangjie

Enables fetching and extracting web content as markdown using Firecrawl API, with support for single or multiple concurrent URL fetches and web search capabilities.

alexyangjie/mcp-server-multi-fetch

xing-mcp

by vinitkumargoel

An MCP server that enables searching and retrieving job listings from XING, including job details, salary estimates, and company job postings.

vinitkumargoel/xing-mcp

tigl-mcp

by cmudrc

Provides MCP tools for CPACS-oriented TiGL workflows, enabling lifecycle management, inspection, export, and parameter manipulation of aircraft geometry models without native geometry runtimes.

cmudrc/tigl-mcp

MCP Server Builder

by praveenc

Provides searchable access to official MCP protocol specification and FastMCP framework documentation, helping developers build correct MCP servers by querying live documentation with BM25 full-text search.

praveenc/mcp-server-builder

freecase-mcp

by jimdawdy-hub

An MCP connector that lets AI agents search and read U.S. case law and statutes from Freecase, providing tools for full-text search and retrieval of legal documents.

jimdawdy-hub/freecase-mcp

ACL2 MCP Server

by septract

Enables interaction with the ACL2 theorem prover through 15 tools for theorem proving, expression evaluation, persistent session management, and proof debugging.

septract/acl2-mcp

graphiti-folder

by notx2wice

A read-only MCP server that lets you search current and historical facts from a time-indexed knowledge graph derived from a folder of Markdown/text documents, with verification against original sources. It exposes tools for status, fact search, history search, and revision lookup while keeping document insertion and modification to the CLI.

notx2wice/graphiti-folder

saferagenticai-mcp

by nellinc

MCP server exposing the Safer Agentic AI safety framework: 238 patterns + 14 operational heuristics via 12 read-only stdio tools.

NellInc/saferagenticai-mcp

YouTube Transcript MCP Server

by ayaanisthebest

Enables fetching, searching, and summarizing YouTube video transcripts with multi-language support.

Ayaanisthebest/MCP-tool-for-YouTube-

clearskies MCP Server

by clearskies-py

Provides AI assistants with tools for code generation, documentation, and project scaffolding when building applications with the clearskies Python framework.

clearskies-py/mcp-server

playwright-server

by dtlele

Enables browser automation using Playwright, including navigation, screenshots, clicking, form filling, and JavaScript execution.

dtlele/playwright-plus-python-mcp-master