The MCP Trust Index.

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

MemMCP

by axtontc

A Byzantine fault-tolerant MCP Memory server that uses SQLite write-ahead logging and FAISS hybrid vector search for deterministic, secure memory operations.

axtontc/project_2_mcp_memory

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

distributionGEPA

by kshitijkale

kshitijkale/distributionGEPA

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

token-scout

by jackccrawford

Discovers LLM models in real time from cloud providers and local Ollama instances, returning compatibility profiles and live pricing so AI agents can route tasks to the cheapest viable model without breaking tool calls or context clipping.

jackccrawford/token-scout

SymPy Calculator

by 611711dark

Provides symbolic mathematics capabilities through a Python-based server that leverages SymPy for complex calculations, equation solving, and mathematical manipulation.

611711dark/mcp_calculate_server

docs2db-mcp-server

by rhel-lightspeed

MCP server for semantic and hybrid search over RHEL documentation using docs2db RAG, with cross-encoder reranking and support for multiple MCP clients.

rhel-lightspeed/docs2db-mcp-server

ParamPilot MCP

by juliankimmig

Enables interaction with ParamPilot's campaign optimization platform via Model Context Protocol, providing tools for campaign management, experiments, and model jobs with configurable safety profiles.

JulianKimmig/parampilot-mcp

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

fronius-mcp

by flowiesner

Enables real-time solar data from Fronius inverters via Claude, allowing natural language queries about solar production, battery, and grid exchange.

flowiesner/fronius-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

WeKnora MCP Dispatch

by mwe-support

Multi-user MCP gateway for WeKnora v0.7.1 that accepts per-request WeKnora API keys, enabling client-scoped access to spaces and knowledge bases through a single Streamable HTTP MCP endpoint.

mwe-support/weknora-mcp-dispatch

sogou-weixin-mcp-server

by ptbsare

Enables searching for WeChat official account articles through the Sogou WeChat platform, returning structured article information.

ptbsare/sogou-weixin-mcp-server

nordbastion-mcp

by cryptoservers

Provision KYC-free, crypto-paid Nordic VPS and dedicated servers from any AI agent. Enables natural language hosting workflows including comparison, top-up, and provisioning of anonymous servers.

CryptoServers/nordbastion-mcp

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

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

mkinf

by mkinf-io

mkinf SDK to interact with mkinf hub MCP servers

mkinf-io/mkinf

M-Team MCP Server

by 07freedom

Enables AI assistants to interact with the M-Team private torrent tracker API for searching resources, retrieving torrent details, and downloading torrent files. It provides a bridge for Model Context Protocol clients to manage and access private tracker content through natural language.

07freedom/mcp-server-mteam

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

CharmHealth MCP Server

by charmhealth

An MCP server for CharmHealth EHR that allows LLMs and MCP clients to interact with patient records, encounters, and practice information.

CharmHealth/charm-mcp-server

Overseerr MCP

by jmagar

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

jmagar/overseerr-mcp

cpf-validador

by opastorello

Valida CPFs, confirma titularidade, descobre CPF completo a partir de dígitos parciais e resolve CAPTCHA automaticamente, integrando com agentes AI via MCP.

opastorello/cpf-validador

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

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

localmem

by dangchison

A local-first, zero-token memory MCP server for AI coding agents, storing memories in SQLite and providing memory_recall and memory_add tools for pull-based retrieval.

dangchison/localmem

telegram-business-bridge

by andyshaman

Connect any AI agent to your personal Telegram messages through the official Business API, enabling message history search and draft replies with optional manual approval.

AndyShaman/telegram-business-bridge

McpVanguard

by provnai

A security proxy and active firewall for the Model Context Protocol that protects host systems from malicious intent, prompt injection, and data exfiltration. It acts as an interception layer between AI agents and tools, providing real-time verification and multi-layered defense mechanisms.

provnai/McpVanguard

DkwtMCP

by bynoe17

Local MCP server that connects Claude Desktop with Garmin and Apple Health data to read training and recovery, estimate heart rate and pace zones, analyze performance, and create structured workouts.

bynoe17/DkwtMCP

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

W&B Analytics

by bettyguo

MCP server extending Weights & Biases with hyperparameter importance analysis using RandomForest and SHAP, sweep summaries, regression detection, and Plotly chart generation.

bettyguo/mcp-wandb-2

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

Yahoo Finance MCP Server

by meghavarshini-kumareshan

Real-time stock market data for Claude Desktop and any MCP-compatible client, powered by Yahoo Finance.

meghavarshini-kumareshan/yahoo-finance-mcp-practice-

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

qdrant-loader-mcp-server

by martin-papy

Enables AI development tools to perform semantic search and document relationship analysis on vectorized content stored in Qdrant databases.

martin-papy/qdrant-loader

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

agent-validator-mcp-server

by aiagentkarl

Enables testing and validation of APIs for AI agent compatibility, providing scores, grades, and actionable recommendations.

AiAgentKarl/agent-validator-mcp-server

TubeMCP

by blockbenny

Searches YouTube videos and fetches transcripts with local SQLite caching.

blockbenny/tubemcp

Syracuse Company News API

by 1145-am

Enables access to Syracuse Company news API for registering accounts and fetching stories by location, industry, or organization. Supports local and remote MCP server modes.

1145-am/syracuse-mcp-server

W3 MCP LSP Server

by famtong8-dev

Provides JavaScript/TypeScript code intelligence via LSP, enabling goto definition, hover info, and find references through MCP tools.

famtong8-dev/w3-mcp-server-lsp

arpe-io/fasttransfer-mcp

by arpe-io

MCP server wrapping FastTransfer for efficient data transfer between databases with safety previews.

arpe-io/fasttransfer-mcp

TickTick MCP CLI

by geekmai90

Agent-friendly CLI and MCP server for TickTick and Dida365 task management APIs, enabling project and task management with stable JSON output and OAuth authentication.

GeekMai90/ticktick-mcp-cli