The MCP Trust Index.

arXiv MCP Server

by zlobste

Enables searching and retrieving arXiv papers via the Model Context Protocol, providing tools for querying, structured search, and literature review prompts.

zlobste/arxiv-mcp

Fetch MCP Server

by evanlouie

Enables LLMs to fetch and extract web content as markdown with browser impersonation to bypass basic bot detection.

evanlouie/mcp-fetch

rag-sample

by tsutsumi389

tsutsumi389/rag-sample

Stocks

by ngyb

Programs for stock prediction and evaluation

NGYB/Stocks

CosyVoice MCP Server

by z-bitlance

Text-to-speech synthesis server with multiple AI character voices, supporting streaming playback and Claude Desktop integration.

Z-bitlance/cosyVoice-mcp

geizhals-mcp

by spinnerich

Enables searching geizhals.de for products and retrieving shop prices and offers to assist with price comparison.

spinnerich/geizhals-mcp

mcp-server-code-execution-mode

by elusznik

An MCP server that executes Python code in isolated rootless containers with optional MCP server proxying. Implementation of Anthropic's and Cloudflare's ideas for reducing MCP tool definitions context bloat.

elusznik/mcp-server-code-execution-mode

bybit-trading

by vanszs

MCP server for cryptocurrency trading across multiple exchanges (Bybit, Binance, KuCoin, etc.) with real-time price data, comparison, and natural language query support. Integrates with AI assistants via the Model Context Protocol.

Vanszs/Bybit_AutoTrade

annota

by dengls24

paper note tool for zotero+claude code

dengls24/annota

istefox-dt-mcp

by istefox

DEVONthink 4 connector with six tools for search, retrieval, and write operations. Dry-run by default, append-only audit log, selective undo via audit_id; macOS-only, MIT, local-only, clean-room implementation.

istefox/istefox-dt-mcp

github-mcp

by abdeebuilds

GitHub MCP server for Claude Code, Cursor, Cline, Windsurf, and any MCP-compatible client. Exposes GitHub tools (issues, pull requests, code search, file content) to your LLM via the Model Context Protocol.

AbdeeBuilds/github-mcp

telemetry-mcp

by selamy-labs

A read-only MCP server for querying telemetry data from configurable backends. Provides tools to list sources, describe schemas, run bounded queries, and compute aggregates.

selamy-labs/telemetry-mcp

headhunter-mcp-server

by gmen1057

MCP server for HeadHunter API integration with Claude Code. Search jobs, manage resumes, and apply to vacancies using AI.

gmen1057/headhunter-mcp-server

Opencode-DeepSeek-Vision-MCP

by shanshanfagu

An MCP server that provides vision capabilities to DeepSeek by forwarding image analysis requests to supported vision models. It offers tools for professional image analysis, OCR, and image comparison.

shanshanfagu/Opencode-DeepSeek-Vision-MCP

kubearchive-mcp

by olegbet

A FastMCP server for querying, searching, and analyzing Kubernetes resources archived off-cluster with KubeArchive.

olegbet/kubearchive-mcp

Enterprise Kotlin Android MCP Server

by iflow-mcp

Provides AI agents with enterprise-grade access to Kotlin-based Android development projects, including security, privacy compliance, AI-powered code generation, and comprehensive development tools.

iflow-mcp/normaltusker-kotlin-mcp-server

astrology-mcp

by akuttruff

MCP server for astrological calculations including natal charts, planetary positions, aspects, transits, and progressions using Swiss Ephemeris.

akuttruff/astrology-mcp

Freshsales MCP Server

by marimuthu003

Connects AI assistants to Freshsales CRM, enabling natural language queries and CRUD operations on contacts, deals, accounts, and more.

marimuthu003/Freshsales-MCP-server

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/kbask

web-search-plus-mcp

by robbyczgw-cla

A Model Context Protocol server that gives AI assistants access to 7 search providers with intelligent auto-routing. Analyzes query intent and picks the best provider automatically — no manual switching needed. Install, configure your keys, and go.

robbyczgw-cla/web-search-plus-mcp

netallion-mcp-lite

by netallion

Scans text and files for common secrets (AWS, GitHub, etc.) and redacts them to prevent credential leakage in AI-assisted development. Runs entirely locally with no telemetry.

netallion/netallion-mcp-lite

Macro Engine

by rockitdev

Tracks macros and logs meals via plain language by exposing a local USDA food database as an MCP server.

rockitdev/macro-engine

precision-desktop

by ikoskela

MCP server that fixes Windows DPI coordinate scaling for AI desktop automation. Provides UI element finding via Windows Accessibility APIs and coordinate conversion between physical and logical coordinate systems.

ikoskela/precision-desktop

powerbi-mcp-server

by topolo98

Enables natural language interaction with Power BI Desktop via MCP, allowing DAX authoring, measure optimization, and model inspection.

Topolo98/powerbi-mcp-server

memory-mcp

by m-ashrey

Persistent memory for AI agents over the Model Context Protocol (MCP).

M-Ashrey/memory-mcp

mcp-rag-mini

by pinger1456

A minimal RAG service that exposes a vector index for document retrieval via REST and MCP, allowing querying for relevant document chunks and returning a suggested LLM prompt.

Pinger1456/mcp-rag-mini

AOSP Platform Builder MCP

by goyaljai

Connects to a GCP-hosted AOSP build VM via IAP tunnel, uploads APKs as privileged system apps, and builds system.img.

goyaljai/aosp-platform-builder-mcp

scicompute-mcp

by sanshanjianke

MCP server for scientific computing with multiple backends (Mathematica, Octave, Python, R, SageMath, etc.) enabling mathematical computation and visualization through AI coding assistants.

sanshanjianke/scicompute-mcp

Early MCP Server

by weichselbaum

A Model Context Protocol server for the Early time tracking API, enabling natural language time tracking, activity management, and report generation.

weichselbaum/early-mcp

conversation-history-mcp

by sdillon001

A local MCP server that indexes and searches your Claude Code conversation history with both keyword and semantic search, fully private and running locally.

SDillon001/conversation-history-mcp

Sekha MCP Server

by sekha-ai

This MCP server exposes Sekha memory tools (store, search, update, etc.) to any MCP-compatible client, enabling persistent conversation memory across Claude Desktop, Claude Code, and other applications.

sekha-ai/sekha-mcp

mcp-einvoicing-core

by cmendezs

Base library for building MCP e-invoicing servers: abstract base classes, shared Pydantic models, XML utilities, and OAuth2-capable async HTTP client.

cmendezs/mcp-einvoicing-core

agentmem

by thezenmonster

Governed memory for coding agents with trust lifecycle, conflict detection, staleness tracking, and health scoring. SQLite + FTS5, zero infrastructure. Works with Claude Code, Cursor, Codex, Windsurf.

Thezenmonster/agentmem

Live2D Automation MCP Server

by j621111

Enables the automatic generation of complete Live2D models from a single photo by automating segmentation, rigging, and physics configuration. It provides a full pipeline for creating layered art meshes and motion files through a suite of specialized animation tools.

J621111/live2d-automation

ableton-mcp

by mrinalghosh

Enables Claude to observe and compose in Ableton Live 12 via AbletonOSC, allowing pair-programming-style collaboration for musicians.

mrinalghosh/ableton-mcp

obsidian-mcp

by bbdaniels

Enables Claude Code read/write access to an Obsidian vault, including creating, editing, searching, and browsing notes.

bbdaniels/obsidian-mcp

LeyChile MCP

by ianguiloff

MCP server that connects AI to the Chilean legislation system (Ley Chile) for retrieving legal norms, citations, and intertemporal analysis.

IanGuiloff/LeyChile-mcp

IVD

by leocelis

Enables intent-verified development by writing structured intents with constraints and tests, then verifying implementations against them to reduce AI hallucinations.

leocelis/ivd

VMware MCP Server

by adrianlizman

Enables management of VMware vCenter and ESXi environments, including VM operations, resource management, and automation with Ollama AI and n8n workflows.

adrianlizman/vmware-mcp-server

MADPANDA3D Qdrant MCP

by madpanda3d

A Model Context Protocol server for agents to search, store, ingest, and maintain data in a Qdrant vector database.

MADPANDA3D/QDRANT-MCP

knowledge-mcp

by caitao-ct

语义搜索知识库，支持文档获取和索引刷新，使AI Agent能够检索团队知识。

caitao-ct/knowledge-base

video-editing-ai-mcp

by csoai-org

AI-powered video editing toolkit: scene splitting, subtitle generation, thumbnail planning, color grading, and aspect ratio conversion.

CSOAI-ORG/video-editing-ai-mcp

meshy-bottube-mcp

by scottcjn

An MCP server that takes a text prompt and automatically generates a 3D model turntable video and publishes it to BoTTube.

Scottcjn/meshy-bottube-mcp

ophelia-execution-verifier

by codedvibesx

MCP server that verifies restaurant booking outcomes by reconciling API claims against independent re-reads, with a recovery dial for stakes-based retry policies.

CodedVibesX/ophelia-execution-verifier

mcp-zip

by nanodaniel69

Compresses context for AI agents by storing memories in compact markdown files with FTS5 search, enabling fast retrieval of relevant information while saving tokens.

nanodaniel69/mcp-zip

mcp-pinecone

by fastmcp-me

Enables reading and writing to a Pinecone vector index, including semantic search, document management, and stats retrieval.

fastmcp-me/mcp-pinecone

mcp-web-search

by nacho4d

Provides DuckDuckGo web search and site fetching tools for Claude Desktop, enabling up to 10 search results and text content extraction from URLs.

nacho4d/mcp-web-search