The MCP Trust Index.

finn-mcp

by ahk-coder

An MCP server that provides access to finn.no, Norway's largest online classifieds marketplace, enabling searches and listing retrieval across used goods, real estate, cars, and jobs.

aHk-coder/finn-mcp

squatch-harbor-mcp

by squatch-c-c

A local MCP server that indexes and searches your past Claude sessions using SQLite FTS5. No cloud, runs entirely on your machine.

squatch-c-c/squatch-harbor-mcp

decoupler-MCP

by scmcphub

Provides a natural language interface for single-cell RNA-Seq analysis using the decoupleR framework. It enables users to perform biological pathway inference, data clustering, and visualization through MCP-compatible AI clients.

scmcphub/decoupler-mcp

Databricks MCP

by amslimaa

Enables management of Unity Catalog resources (catalogs, schemas, tables) and execution of SQL queries on Databricks SQL Warehouses.

amslimaa/databricks-mcp

MCP Chat

by marbo786

A command-line interface application for interactive chat with AI models via the Anthropic API. It supports document retrieval, command-based prompts, and extensible tool integrations through the MCP architecture.

marbo786/MCP

zep-mcp

by kev-hu

MCP server for the Zep Cloud API — a context engineering platform for AI agent memory. Provides tools for memory management, knowledge graph operations, and admin features.

kev-hu/zep-mcp

hyperliquid-mcp

by impa-ventures

Integrates with Hyperliquid DEX to enable trading, account management, and market data queries through natural language.

Impa-Ventures/hyperliquid-mcp

Quack MCP Server

by nidhisharma18

A continuous integration server that automates code analysis and testing for Python code, providing tools for linting and static type analysis.

nidhisharma18/MCP_server

Bilka MCP Server

by kristianschmidt

A template MCP server for integrating with public APIs, providing a starting point for building custom API integrations.

KristianSchmidt/bilka_mcp

Universal JSON Agent MCP

by gautamvhavle

Enables natural language interaction with JSON files, providing tools to load, query, aggregate, transform, and export data directly from AI editors.

GautamVhavle/universal-json-agent

A2Atlassian

by yoselabs

Jira and Confluence access for AI agents with pre-configured connections and compact output.

yoselabs/a2atlassian

Weather MCP Server

by lystopad6763

Provides live weather data, forecasts, and management of favorite cities, with optional Telegram integration.

Lystopad6763/mcp-weather-server

CockroachDB MCP Server

by fastmcp-me

A natural language interface for LLMs to manage, monitor, and query CockroachDB. It provides tools for cluster monitoring, database operations, table management, and query execution.

fastmcp-me/mcp-cockroachdb

Azure DevOps Sprint MCP Server

by st3v3a

Enables natural language management of Azure DevOps work items, sprints, and boards through MCP. Supports multi-project, enterprise authentication, and Docker deployment.

St3v3a/azure-devops-sprint-mcp-public

my-mcp-ssh

by ffpy

An MCP server that enables large language models to connect to remote servers via SSH, execute commands, and transfer files securely.

ffpy/my-mcp-ssh

LGTM MCP Server

by pokgak

Provides read-only access to Loki, Prometheus, and Tempo APIs, enabling natural language queries for logs, metrics, and traces. Supports multiple instances and authentication via bearer tokens.

pokgak/lgtm-mcp

sci-bot-mcp

by lnkvv210-eng

AI-powered research assistant MCP server for searching academic papers and answering research questions with DOI citations.

lnkvv210-eng/sci-bot-mcp

MCP Scheduler

by phialsbasement

MCP Scheduler is a task automation server that lets you schedule shell commands, API calls, AI tasks, and desktop notifications using cron expressions. Built with Model Context Protocol for seamless integration with Claude Desktop and other AI assistants.

PhialsBasement/scheduler-mcp

NetPilot-MCP

by czgreg

Enables large language models to manage network devices (Cisco, Huawei, H3C, Ruijie) via Telnet/SSH, supporting command execution, configuration, and diagnostics.

czgreg/netpilot-mcp

cdes-mcp-server

by acidni-llc

Exposes Cannabis Data Exchange Standard (CDES) v1 JSON schemas, reference data libraries, and validation tools to AI agents and MCP-compatible clients.

Acidni-LLC/cdes-mcp-server

Garmin Connect MCP

by lepomas

Exposes personal Garmin Connect data to MCP-capable clients like Claude and Gemini. Enables querying daily stats, heart rate, sleep, activities, and managing workouts.

LePomas/garminconnect-mcp

fantastical

by ramm

Enables querying and managing Fantastical calendars and events via the MCP protocol, allowing AI assistants to list calendars, create events using natural language, and search or retrieve event details.

ramm/fantastical-cli

word-mathtype-mcp

by songsongshuo785-art

A local MCP server for academic Word document processing, supporting real MathType OLE objects and Word REF/bookmark cross-references.

songsongshuo785-art/word-mathtype-mcp

renfield-mcp-calendar

by ebongard

Unified MCP server for calendar access connecting Exchange (EWS), Google Calendar, and CalDAV through a single MCP interface, enabling multi-calendar event management via natural language.

ebongard/renfield-mcp-calendar

visual-understand-mcp

by bcdxc

Provides image understanding capabilities to coding models without vision support by automatically invoking a vision model and returning text descriptions, enabling seamless context-aware coding with images.

bcdxc/visual-understand-mcp

Zotero MCP Server

by skrtis

Enables Poke to search and manage Zotero research library, including items, tags, collections, notes, full text, and annotations.

skrtis/zotero-mcp

just-one-mcp

by kaerf15

A Model Context Protocol server that consolidates 237+ social/e-commerce data APIs (TikTok, Xiaohongshu, Taobao, etc.) into 6 fixed tools, enabling natural language semantic search and dynamic invocation without code changes.

kaerf15/just-one

RAG Obsidian MCP Server

by lion9

Enables semantic search over an Obsidian vault using ChromaDB, allowing users to search, read, and list notes via natural language.

lion9/RAG_Obsidian

lotw-mcp

by qso-graph

MCP server for ARRL Logbook of The World (LoTW) that enables querying confirmations, uploaded QSOs, DXCC credits, and user activity through any MCP-compatible AI assistant. Part of the qso-graph project, it is read-only and requires LoTW credentials for authenticated tools.

qso-graph/lotw-mcp

CX Assistant MCP

by ravigarg27

Enables querying Cisco CX Assistant (production and stage) directly from Cursor using natural language, with browser-based authentication via Google Chrome.

ravigarg27/cx-assistant-mcp

ICS Calendar MCP Server

by adamchrabaszcz

Enables reading and interacting with ICS calendar feeds (e.g., Outlook, Google Calendar) with recurring event expansion, caching, and timezone support.

adamchrabaszcz/ics-calendar-mcp

Red Hat API MCP Server

by fnarel

MCP server providing tools to search Red Hat KCS solutions, retrieve solution details, search cases, and get case details via Red Hat APIs.

fnarel/hydra-mcp-server

hevy-mcp

by caiuse

Access your Hevy workout data through natural language. Query workout history, exercise details, routines, and track progress.

Caiuse/hevy-mcp

Vision-OCR-MCP

by aliceauto

Enables OCR on images and PDFs, including full-page OCR, region OCR by description or bounding box, and caching with summary capabilities.

AliceAuto/Vision-OCR-mcp-server

multi-agent-mcp

by shiiman

Manages multiple AI CLI instances (Claude Code, Codex, Gemini, Cursor) in tmux sessions for parallel task execution, with optional git worktree support.

shiiman/multi-agent-mcp

MEMGRAPH-MCP

by mikeb317

A durable multi-agent orchestrator for software development with explicit run graphs, checkpoint/resume capabilities, and project memory exposed through MCP resources and tools. It enables coordinated agent workflows for coding, review, repair, CI, and approval with SQLite-backed memory retrieval and pluggable research backends.

MikeB317/MEMGRAPH-MCP

mcp-server-prometheus

by loglmhq

MCP server for interacting with Prometheus

loglmhq/mcp-server-prometheus

Flomo MCP Server

by xianminx

Enables users to create and save notes in Flomo directly through AI chat interactions using natural language commands. Seamlessly integrates with AI assistants like Claude and Cursor to capture thoughts and information.

xianminx/mcp-server-flomo

fabric-dw-mcp-cli

by sdebruyn

CLI and MCP server for administering Microsoft Fabric Data Warehouses and SQL Analytics Endpoints.

sdebruyn/fabric-dw-mcp-cli

glyphs-mcp

by nmassi

MCP bridge for AI-assisted type design in GlyphsApp. Lets Claude, Cursor, or any MCP client read and write font data directly in GlyphsApp — bidirectional, real-time, live in the editor.

nmassi/glyphs-mcp

Graphiti MCP Server

by chen9z

Enables AI assistants to build and query temporally-aware knowledge graphs from conversations and data, maintaining persistent memory of entities, relationships, and facts across interactions.

chen9z/graphiti_mcp_server

unitree-sdk2-mcp

by ros-claw

MCP server for controlling Unitree robots via DDS protocol, supporting G1, Go2, H1, H2, B2, A2, R1 and more. Enables LLM agents to command robots with high-level actions and safety guards.

ros-claw/unitree-sdk2-mcp

paragonos-misc-tools

by paragon-os

A collection of miscellaneous tools for Claude, Cursor, and MCP-compatible clients. Includes OCR (Optical Character Recognition) capabilities leveraging the Google Gemini API.

Paragon-OS/paragonos-misc-tools-mcp

BaiGe MCP Server

by liggest

一个 MCP 服务器，提供基于百鸽查游戏王卡的工具

liggest/mcp-server-baige

Webflow MCP Server

by kapilduraphe

Webflow MCP server

kapilduraphe/webflow-mcp-server

UptimeRobot MCP Server

by 84emllc

Enables managing UptimeRobot monitors, alert contacts, and maintenance windows via natural language through the MCP protocol.

84emllc/uptimerobot-mcp

slidev-mcp

by joelbarmettleruzh

Enables AI assistants to create and update presentations via Slidev, with hosted slides that can be shared via a permanent URL.

joelbarmettlerUZH/slidev-mcp

PromptFuzzer-MCP

by edenyavin

MCP Server for using Garak LLM vulnerability scanner

EdenYavin/PromptFuzzer-MCP

fintaro-mcp

by fintaro-ai

Enables MCP-capable agents to read Fintaro invoices and transactions, and upload receipts, via a scoped API key with PII-safe projections.

fintaro-ai/fintaro-mcp

FAST-NUCES Flex Student Portal MCP Server

by ahtishamdilawar

Connects AI assistants to the FAST-NUCES Flex Student Portal, enabling students to query their academic data including attendance, marks, transcript, and fee reports through natural language conversations.

ahtishamdilawar/nuces-flex-MCP