The MCP Trust Index.

RuleGraph

by sandeep-alluru

Rule-based arbitration for conflicting AI tool suggestions — resolves disagreements between tools using a structured rule graph.

sandeep-alluru/rulegraph

sanitized-db-mcp

by ruminaider

Enables SQL query sanitization by rewriting queries at the AST level to prevent PII/PHI exposure, acting as a proxy between AI agents and PostgreSQL databases.

ruminaider/sanitized-db-mcp

Celebrity By Api Ninjas

by bach-ai-tools

Enables users to search for and retrieve detailed information about celebrities from the API Ninjas database. Supports filtering results by name, nationality, net worth range, and height.

BACH-AI-Tools/celebrity_by_api_ninjas

Agent Ledger

by nyx-builds

Double-entry accounting ledger MCP server for autonomous agents that enables creating accounts, posting journal entries, and generating financial reports.

nyx-builds/agent-ledger

MCP Video Download URL Parser

by xhpxhpxhp

Enables downloading watermark-free videos from platforms like Douyin, TikTok, and Bilibili by automatically extracting video titles and download links using browser simulation to bypass anti-scraping measures.

xhpxhpxhp/mcp_video_download_url_parser

Railway OpenWebUI MCP Server

by chad-atexpedient

Enables deploying, managing, and monitoring OpenWebUI instances on the Railway platform via natural language commands.

chad-atexpedient/Railway-OpenwebUI-Tool

AWS-GeoPlaces-MCP-Server

by dxsim

MCP server to directly access AWS location services using the GeoPlaces API, provides direct geocoding or reverse-geocoding capabilities like Google Maps API

dxsim/AWS-GeoPlaces-MCP-Server

Ghost-Content Universal MCP Server

by universal-mcp

Provides a standardized interface for interacting with Ghost-Content tools and services through a unified API.

universal-mcp/ghost-content

Prompt for User Input MCP Server

by goldensansapple

Enables AI models to interactively prompt users for input or clarification directly through their code editor. It facilitates real-time communication between assistants and users during development tasks.

goldensansapple/prompt-for-user-input-mcp

Linux MCP Server

by jnprautomate

Enables remote execution of Linux commands via SSH, supporting system monitoring, file operations, and secure authentication with configurable safety controls.

JNPRAutomate/linux-mcp-server

Spix

by spix-hq

Give AI agents a real phone number and voice. Make calls, send email, manage contacts — 26 tools, 12 resources.

Spix-HQ/spix-mcp

gemini-image-generator

by my13each

Enables image generation and transformation using Google Gemini AI, with automatic English translation for multilingual prompts and local saving.

my13each/mcp-server-gemini-image-generator-fixed

Simple MCP Client

by guolisen

A simple command-line MCP (Model Context Protocol) client for testing MCP servers using Python. It supports chatting with various LLM providers and connecting to multiple MCP servers.

guolisen/simple_mcp_client

yuque

by andy8663

Enables reading Yuque documents, listing knowledge base docs, and converting source content to Markdown via MCP. Supports session cookie authentication and optional Playwright rendering.

andy8663/yuque-mcp-tool

mcp-india-stack

by rehan1020

An offline-first MCP server for Indian financial, tax, and government APIs, providing tools for identity validation (PAN, Aadhaar, GSTIN), tax calculations (Income Tax, TDS, GST), and master data lookups (IFSC, Pincode, HSN/SAC) with zero authentication required.

rehan1020/MCP-India-Stack

trainingpeaks-mcp

by haytam111234

Enables querying workouts, fitness metrics (CTL/ATL/TSB), and power personal records from TrainingPeaks using natural language.

haytam111234/trainingpeaks-mcp

vvk-charts-mcp

by valderan

A modern Python MCP server for rendering customizable charts (line, bar, pie, scatter, area, combined dashboards) with Plotly, supporting export to PNG, SVG, and base64, and terminal charts with ANSI output.

valderan/vvk-charts-mcp

Content Registry MCP

by csoai-org

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

CSOAI-ORG/content-registry-mcp

ast-editor

by kambleakash0

A robust, language-agnostic Model Context Protocol (MCP) server that provides AI coding agents with the ability to edit files surgically via Abstract Syntax Trees (AST) instead of relying on token-heavy, brittle search-and-replace or diff operations.

kambleakash0/agent-skills

Claimify

by adamgustavsson

Extracts verifiable, decontextualized factual claims from text using a research-based four-stage pipeline (sentence splitting, selection, disambiguation, and decomposition). Integrates with MCP clients to enable claim extraction and verification workflows.

AdamGustavsson/ClaimsMCP

x-search-plugin

by ilevk

Read-only X/Twitter research MCP server using xAI's Responses API. Supports OAuth login for X Premium users and falls back to API key authentication.

Ilevk/x-search-plugin

Overseerr MCP

by jmagar

Enables searching Overseerr media, retrieving TMDB-backed details, and submitting movie or TV requests through MCP tools.

jmagar/overseerr-mcp

hiel_excel_mcp

by serhabdel

An optimized Excel MCP server with 25+ tools for creating, reading, writing, formatting, and analyzing Excel files, including pivot tables and charts, without requiring Microsoft Excel.

serhabdel/hiel_excel_mcp

garmin-mcp

by shawnduggan

Enables AI assistants to query live Garmin Connect health and fitness data, including daily metrics, activities, sleep analysis, and trends via natural language.

shawnduggan/garmin-mcp

AgentCRDT

by sandeep-alluru

CRDT-based shared world state for parallel agent sessions — conflict-free merging of facts across concurrent AI agents.

sandeep-alluru/agentcrdt

rss-mcp-server

by gperdrizet

RSS feed reader Model Context Protocol server.

gperdrizet/rss-mcp-server

MCP Research Tools

by hippogriff-ai

Local-first MCP server that gives Claude Code web search, page reading, video transcription, and image analysis — without paid API keys. Runs SearXNG + whisper.cpp natively on Apple Silicon for zero-cost, low-latency research workflows.

hippogriff-ai/mcp-research-tools

bim2sim-mcp

by l4b4r4b4b4

MCP server for BIM-to-building-energy simulation workflows with IFC extraction, TEASER integration, scenario modeling, weather binding, and results export for downstream WAT/ROI analysis.

l4b4r4b4b4/bim2sim-mcp

agentic-misp-mcp

by hdyrawan

Gives AI agents analyst-oriented workflows for MISP threat intelligence, including IOC search, pivot, event summarization, report generation, and controlled write proposals with safety and audit logging.

hdyrawan/agentic-misp-mcp

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

Bionics

by itsribbz

MCP server for controlling Unreal Engine 5 with 199 tools across 37 categories, including Blueprint analysis, animation pipeline, and async tasks.

itsribbZ/Bionics

logseq-mcp

by alvinteh-git

An MCP server for interacting with Logseq graphs, enabling AI assistants to read, create, and manipulate Logseq content.

alvinteh-git/logseq-mcp

Zephyr Scale MCP Server

by ivinitus

MCP server for Zephyr Scale test management enabling test case, test run, folder, and assignment operations via natural language.

ivinitus/zephyr-scale-mcp

kubernetes-runbooks-mcp-server

by raihan0824

Provides access to Kubernetes troubleshooting runbooks, enabling search, discovery, and retrieval of guides for common issues like pod crashes, node problems, and network failures.

raihan0824/kubernetes-runbooks-mcp-server

PowerBI MCP Server

by gurvinder-dhillon

Enables AI assistants to query PowerBI workspaces, datasets, and execute DAX queries through the PowerBI REST API.

gurvinder-dhillon/powerbi-mcp

baselinker-mcp

by konradbachowski

Free, open-source MCP server and CLI for the BaseLinker API, exposing two tools to call any API method and list methods with minimal context cost.

konradbachowski/baselinker-mcp

OpenStack-MCP

by yeedochi

A Model Context Protocol server that provides 123 tools across 7 OpenStack domains (compute, network, storage, etc.) for managing cloud resources via natural language, with stateless per-caller authentication and Kolla log observability.

YeeDochi/OpenStack-MCP

TubeMCP

by blockbenny

Searches YouTube videos and fetches transcripts with local SQLite caching.

blockbenny/tubemcp

tavily-firecrawl-mcp

by bpzx

A Model Context Protocol server for web scraping and searching, with automatic fallback from Tavily to Firecrawl for fetching web content.

bpzx/tavily-firecrawl-mcp

Infomesh

by dotnetpower

Fully decentralized P2P web search engine for LLMs. No API key, no billing, unlimited free search via MCP. Crawls, indexes, and searches the web through a peer-to-peer network. Features offline local search, credit-based incentives, privacy-first design, and 5 MCP tools: search, search_local, fetch_page, crawl_url, network_stats.

dotnetpower/infomesh

Orbis Prism MCP

by orbisfactory

Analyzes Hytale game SDK by automatically detecting the installation, decompiling server logic, and exposing an AI-ready interface via the Model Context Protocol for searching API and assets.

OrbisFactory/OrbisPrismMCP

Space Frontiers MCP Server

by spacefrontiers

MCP Server for Space Frontiers API

SpaceFrontiers/mcp

Open AI Text To Speech1 MCP Server

by bach-ai-tools

Enables users to convert text into high-quality audio by accessing the OpenAI Text-to-Speech API. It supports customizable model selection and voice options for synthesized speech generation via the MCP protocol.

BACH-AI-Tools/bachai-open-ai-text-to-speech1

zotero-comfort

by bih-cei

High-level Zotero MCP integration with smart research workflows, enabling tasks like building reading lists, adding papers with duplicate check, and exporting bibliographies.

BIH-CEI/zotero-comfort

mcp-ebook-read

by artipyheart

A local MCP server that lets LLM agents read EPUB books and PDF documents with outline-first navigation, precise node reads, and local SQLite persistence.

ArtiPyHeart/mcp-ebook-read

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

Time MCP Server

by taki-ta

Enables LLMs to retrieve current time information for specific IANA timezones or the local system timezone. It provides accurate ISO 8601 timestamps and detects daylight saving time status for requested locations.

Taki-Ta/mcp-server-time

classifinder-mcp

by classifinder

Scans text for leaked secrets and credentials, and redacts them before sending to an LLM, detecting 179 patterns across various categories.

ClassiFinder/classifinder-mcp

Dell Isilon (PowerScale) MCP Server

by sachdev27

Enables AI assistants to interact with Dell PowerScale (Isilon) OneFS clusters through over 2,400 tools generated from the REST API specification. It supports managing storage protocols, snapshots, networking, and cluster configurations using natural language.

sachdev27/dell-isilon-mcp-server

Jokes By Api Ninjas

by bach-ai-tools

Enables users to fetch random jokes from the API Ninjas Jokes API. Supports retrieving 1-30 jokes per request through a simple interface.

BACH-AI-Tools/jokes_by_api_ninjas