The MCP Trust Index.

gemini-web-mcp

by edwyn211

An MCP server for automated interaction with Gemini's web interface using Playwright and LangGraph, enabling task execution, deep research, file uploads, chat management, and dynamic selector verification via MCP tools.

edwyn211/gemini-web-mcp

EspoCRM Assistant

by the-keep-studios

Provides read-only EspoCRM access for AI assistants, enabling record retrieval and preparation of signed change sets without direct modification or deletion.

The-Keep-Studios/espocrm-assistant

LLM Council MCP

by envious-labs-llc

Enables Claude Code to consult external LLMs (GPT, Gemini) through multi-turn sessions for second opinions, parallel consultations, and web-grounded research.

Envious-Labs-LLC/llm-council-mcp

Cortex

by zzhiyuann

A plug-in layer for AI coding agents that adds remote access via Telegram, self-evolving tool generation, agent-to-agent communication, session capture/replay, and semantic memory through MCP servers.

zzhiyuann/cortex

mcp-mealie

by obrien-matthew

MCP server for Mealie that exposes its REST API to manage recipes, meal plans, shopping lists, cookbooks, and taxonomy through natural language.

obrien-matthew/mcp-mealie

genicam-mcp

by finnhyun12

Enumerates, connects, configures, and captures from industrial cameras via the GenICam GenTL standard, exposing the full feature tree without vendor SDK dependency.

finnhyun12/genicam-mcp

Spark SQL MCP Server

by aidancorrell

An MCP server that enables AI assistants to query Spark SQL clusters via the Thrift/HiveServer2 protocol.

aidancorrell/spark-sql-mcp-server

engram-global

by ricoaiproject-cmd

MCP server that gives AI agents human-like persistent memory, with auto-encoding, proactive recall, and memory rooms for cross-agent context.

ricoaiproject-cmd/engram-global

semantic-code-mcp

by vrppaul

A local MCP server that provides semantic code search for Python codebases using tree-sitter for chunking and LanceDB for vector storage. It enables natural language queries to find relevant code snippets based on meaning rather than just text matching.

vrppaul/semantic-code-mcp

ExpenseTracker MCP Server

by samt439

A lightweight server built with FastMCP and SQLite for managing personal finances. It allows users to add, list, and summarize expenses by category through MCP-compatible clients.

samt439/test-remote-mcp-server

todo-mcp

by foro-sh

A stateful todo-list MCP server that allows adding, listing, completing, and deleting tasks with priority levels, and exposes a markdown resource of the current board.

foro-sh/todo-mcp

apollo-mcp

by dyngai

Provides 45 MCP tools to search, enrich, and manage Apollo.io B2B data (people, companies, CRM, deals, tasks, sequences, etc.) via stdio or HTTP transport.

dyngai/apollo-mcp

websearch

by jinddddd

Web search tool using Serper API (primary) with DuckDuckGo fallback on error or empty results.

Jinddddd/websearch_tool

CrewAI Web Search MCP

by kennywayn3

Provides web search and content extraction for AI agents.

KennyWayn3/web-search-mcp-server

excel-tools-mcp

by hcshenziyang

MCP server for reading and inspecting local Excel files (.xlsx, .xlsm, .xls, .xlsb, .ods) with tools for inspecting metadata, reading ranges, and profiling structure.

Hcshenziyang/excel_tools_mcp

hybrid-rag-mcp

by udarshmarthala

An MCP server that provides a search_docs tool with hybrid retrieval (BM25 + dense vectors) and cross-encoder reranking, backed by evaluation, prompt-injection guardrails, and OpenTelemetry tracing.

udarshmarthala/hybrid-rag-mcp

MCP Nightscout

by b77ai

Connects AI assistants to Nightscout for real-time glucose monitoring, analysis, and treatment logging, enabling natural language interaction with CGM data.

b77ai/nightscout

deepseek-vision-mcp

by kgamv

An MCP server that enables Claude Code and other MCP clients to analyze local images using Ollama's multimodal models, with privacy as images are processed locally.

kgamv/deepseek-vision-mcp

movieplexx-mcp

by zahlenhelfer

MCP server that mirrors and historically archives the current cinema program of Movieplexx Buchholz, enabling queries for showtimes, film details, and history via SQLite-backed tools.

zahlenhelfer/movieplexx-mcp

circuit-sim-mcp

by ghensley

Provides circuit simulation capabilities via MCP, enabling creation, simulation (DC, AC, transient), and analysis of electronic circuits using PySpice.

ghensley/circuit-sim-mcp

yandex-mail-mcp

by imdeniil

Provides 28 tools to read, search, send, and manage Yandex Mail emails via the Model Context Protocol.

imdeniil/yandex-mail-mcp

Engagio MCP

by arnaldo-delisio

Enables Twitter engagement intelligence by monitoring accounts and topics to identify high-value interaction opportunities. It allows users to post strategic replies, manage a reply queue, and track performance analytics directly through Claude Code.

arnaldo-delisio/engagio-mcp

pregnancy-baby-mcp

by oocheol

MCP server that provides pregnancy, childbirth, and childcare information via public APIs, allowing users to query vaccination schedules, prenatal checkups, maternity benefits, and more through natural language.

oocheol/pregnancy-baby-mcp

deduplicator-merge-advanced

by danogurtsov

An MCP server that enables Claude agents to interactively merge security audit findings by grouping duplicates, selecting canonicals, preserving authorship, and generating edit instructions, all against a GitHub issues repository.

danogurtsov/deduplicator-merge-advanced

AbletonMCP

by wstierhout

An MCP server that enables AI assistants to control Ableton Live, providing 104 tools for music production including track, clip, device, and mixer control.

wstierhout/ableton-live-mcp

Odoo MCP Server

by benagricola

Provides read-only access to Odoo databases via OdooRPC, allowing AI assistants to query and analyze Odoo data through the MCP protocol.

benagricola/odoo-mcp

RMS Location Intelligence MCP Server

by omar-k01

Provides access to the Moody's RMS Location Intelligence API for property catastrophe risk analysis, with 114+ data product layers covering multiple perils and regions.

omar-k01/li-rms-mcp

Google Calendar MCP Server

by shameerpc5029

Enables Claude to interact with Google Calendar through natural conversation, allowing users to view schedules, create meetings with Google Meet, cancel events, and search calendars using Nango for OAuth authentication.

Shameerpc5029/google-calendar-mcp

bespoke-mcp

by crack-pantelimon

Enables an LLM to drive a live Bespoke Synth, including module graph editing, control modulation, sequencing, playback control, and audio analysis feedback with visualizations.

Crack-Pantelimon/bespoke-mcp

CMR Client Health

by rahulmodugula

Enables client success teams to get instant, natural-language health reads on client accounts with tools for overall health, low-performing courses, and launcher-only clients.

RahulModugula/cmr-client-health-mcp

Zendesk MCP Server (Extended)

by srinivas-86

A production-grade MCP server for Zendesk that provides ticket management, search, user/group operations, and knowledge base access with support for local stdio and remote HTTP transports, authentication via API keys or OAuth, and multi-tenancy.

srinivas-86/zendesk-mcp-server

simple-index-mcp

by asyncdefi

A Python MCP server for indexing projects using embeddings, providing semantic search to help AI agents navigate codebases.

asyncDefi/simple-index-mcp

jamf-mcp

by otakuxavier

Enables natural language interaction with Jamf Pro, Jamf Protect, and Jamf Security Cloud, allowing users to manage devices, security alerts, and configurations through Claude Desktop.

OtakuXavier/jamf-mcp

ai-footprints-mcp

by piccolo123

Agent 先行 · 本地部署 — AI Agent 代理用户完成从注册到管理的全流程。 Agent 启动后，用户说"帮我注册" → agentregister() 自动创建账号 → 后续操作自动用新 Token。

Piccolo123/url-manager-mcp

snuETL-mcp

by kdy565

MCP server that provides tools to interact with SNU eTL (Canvas LMS), including viewing courses, assignments, announcements, grades, downloading and organizing course files, with persistent local storage and automatic sync.

kdy565/snuETL-mcp

MCP Local LLM Server

by jrgtwo

A FastMCP server that exposes a locally-hosted llama.cpp LLM as MCP tools, plus utilities for weather, news, web fetching, file I/O, and more. Enables MCP-compatible clients to use a local GGUF model for text generation without external APIs.

jrgtwo/mcp-server

WavespeedMCP

by honeyvig

An MCP server that provides a standardized interface for accessing WaveSpeed AI's image and video generation capabilities, including text-to-image, image-to-image, inpainting, and dynamic video generation.

honeyvig/mcp-server

MCP Calculator Server

by srinath1

Provides mathematical calculation tools including basic operations, expressions, and functions, along with TypeScript SDK documentation resources and meeting summary prompt templates.

srinath1/MCP_Calculate_Server

Leave Management MCP Server

by ratankumarthakur

Enables natural language leave management, allowing users to check leave balances, apply for leave, and retrieve leave history via MCP tools.

ratankumarthakur/leave-management-mcp

Kraken Pro MCP

by oilst

Enables natural language trading and market data queries on Kraken Pro via Gemini CLI.

oilst/kraken-mcp

hamqth-mcp

by qso-graph

MCP server for HamQTH.com — callsign lookup, DX cluster spots, Reverse Beacon Network, DXCC resolution, and more through any MCP-compatible AI assistant.

qso-graph/hamqth-mcp

duo-mcp

by mspbotsai

MCP server for the Cisco Duo Admin API, enabling management of Duo MFA, users, groups, devices, policies, and more via 160 tools across 20 categories.

MSPbotsAI/duo-mcp

video-summarizer

by yangmiao3

MCP server that converts videos, audio, and meeting recordings into structured transcripts and summaries with multi-backend ASR and automatic fallback.

yangmiao3/video-summarizer

PSKit

by nickalus12

Neural-safe PowerShell automation server for AI agents, enabling file management, git workflows, system inspection, and command execution with a 5-tier safety pipeline.

Nickalus12/pskit

google-play-analytics-mcp

by desunit

An MCP server that exposes Google Play Console analytics to AI agents, including store-listing acquisitions by traffic source, installs, uninstalls, ratings, crashes, subscriptions, and reviews by reading bulk CSV reports from Cloud Storage.

desunit/google-play-analytics-mcp

Weather MCP Server

by azwawy

A demo MCP server that provides AI assistants access to live US weather data via the free National Weather Service API, offering forecast and alert tools without requiring an API key.

azwawy/mymcp1

ikmcp

by isakruas

An MCP server that enables agents to build, test, and simulate complete ik firmware projects for 8-bit AVR microcontrollers, using real compilation and simulation tools.

isakruas/ikmcp