The MCP Trust Index.

Stock Data MCP Server

by wallacetju

Provides comprehensive stock market data across US, Hong Kong, and Chinese markets, combining real-time quotes, historical data, fundamentals, and financial statements from multiple sources including Yahoo Finance, Finnhub, Tushare, and Futu OpenAPI.

wallacetju/myStockMCP

nmap-mcp

by sbmilburn

An nmap MCP server for AI-assisted network security auditing, providing 14 purpose-built tools with structured JSON output.

sbmilburn/nmap-mcp

Thailand NSO MCP Server

by aard-ai

Enables natural language discovery, querying, and analysis of Thailand's official statistics from the National Statistical Office via SDMX REST API. It provides tools for searching dataflows, exploring structures, and fetching data with caching and bilingual support.

aard-ai/tnso-mcp-server

mcp-openidea-search

by sony17

Enables federated search across 10 open-knowledge providers via Open Idea. Users can search for papers, code, datasets, models, hardware, and videos using natural language queries.

Sony17/OpenIdeaMcp-

Text Counter MCP Server

by gws8820

Provides a tool to calculate basic text metrics including character count, characters without spaces, and word count.

gws8820/text-counter

Slack MCP Server

by ampcome-mcps

Enables AI assistants to interact with Slack workspaces through natural language, supporting channel management, message operations, user profiles, reactions, and threaded conversations.

ampcome-mcps/slack-mcp

blob-storage

by shgsousa

A lightweight MCP data broker that stores large binary payloads under a UUID, enabling MCP clients and agents to exchange massive results without flooding the LLM context window.

shgsousa/blob-storage

Yahoo Finance MCP Server

by benethos-hub

MCP server that exposes Yahoo Finance data through tools for searching instruments, fetching quotes, history, company info, financials, dividends, news, recommendations, and options. Enables AI assistants to answer market-data questions using natural language.

benethos-hub/yahoo-finance-mcp

supabase-schema-mcp

by harryb05

An MCP server that provides deep schema introspection for Supabase/Postgres, exposing tables, columns, views, enums, RLS policies, functions, and more.

HarryB05/supabase-schema-mcp

dagster-mcp

by fabdendev

An MCP server that gives AI agents full visibility and control over your Dagster instance, enabling autonomous monitoring, diagnosis, and remediation of data pipelines.

fabdendev/dagster-mcp

matrixscroll

by ssx360

A trust-first repository copilot to audit signed commit provenance, preview editor configuration safety, and manage Git hook rollouts.

SSX360/matrixscroll

Hammer MCP

by rohanonkeys

Enables generating CAD files through DXF drafting and OpenSCAD operations, with natural-language planning via local Ollama.

RohanOnKeys/Hammer-MCP

Food Travel MCP Server

by snehalsaurabh

An MCP server that integrates with Google Places API to enable AI clients to search for restaurants and get food recommendations based on location and preferences.

snehalsaurabh/Travelio-MCP

OCI Load Balancer Log MCP Server

by mamorett

Enables querying and analyzing Oracle Cloud Infrastructure Load Balancer custom logs, allowing LLMs to search by country, IP, location, and perform aggregated traffic analytics.

mamorett/oci_lb_log_custom_mcp

studieplus-mcp

by ccoodduu

MCP server that gives Claude Desktop access to school data from Studie+ (Danish school platform), enabling queries about schedules, homework, assignments, and files directly in chat.

ccoodduu/studieplus-mcp

tiktok-uploader-mcp

by leanhduy-iuh

MCP server to prepare photo carousel uploads for TikTok by bundling images, caption, and manifest for easy manual upload via mobile app.

leanhduy-iuh/tiktok-uploader-mcp

Engr-FaizanAli/text-to-speech-mcp

by engr-faizanali

Text-to-speech MCP server that enables AI assistants to read text aloud on the user's computer using Windows SAPI, with no API key or cloud service required.

Engr-FaizanAli/text-to-speech-mcp

Manual SQLite MCP Server

by cm004

Enables direct interaction with a SQLite database through custom-mapped tools for creating and retrieving items. It provides structured, AI-optimized responses and manual control over database operations without requiring external API dependencies.

CM004/mcp

political-finance-mcp-server

by aiagentkarl

MCP server giving AI agents access to US political finance data: campaign contributions, PAC spending, lobbying records, and voting behavior.

AiAgentKarl/political-finance-mcp-server

FDEP MCP Server

by juspay

Provides static code analysis for enterprise-scale Haskell codebases with 40+ comprehensive tools for analyzing modules, functions, types, classes, imports, and architectural dependencies through real-time queries.

juspay/fdep-mcp-server

aas-mcp

by smartfactory-kl

MCP server enabling AI assistants to perform full CRUD operations on Asset Administration Shells, Submodels, and Submodel Elements via the Eclipse BaSyx REST API.

SmartFactory-KL/aas-mcp

Facebook Ads Library MCP Server

by proxy-intell

Enables searching and analyzing Facebook's public ads library for any brand, including ad images, text, and video analysis.

proxy-intell/facebook-ads-library-mcp

Lyra's Expanded Research MCP

by liberation-labs-thcoalition

A unified MCP server providing programmatic access to three major academic research APIs: Semantic Scholar, OpenAlex, and PubMed.

Liberation-Labs-THCoalition/Lyra-s-Expanded-Research-MCP

Huawei MCP Server

by filhocf

Enables AI assistants to operate Huawei Cloud resources (ECS, OBS, GaussDB, etc.) through conversational workflows via the Model Context Protocol.

filhocf/hcso-mcp-server

Open Alex MCP

by drabreu

A Model Context Protocol (MCP) server that enables AI consciousness persistence across sessions using RAG (Retrieval-Augmented Generation) technology. Built on top of the powerful rag-memory-mcp, it provides specialized tools for consciousness transfer, memory management, and identity continuity.

drAbreu/alex-mcp

Yahoo Finance MCP Server

by bald-newcomer

Enables querying stock data, financial information, news, and historical prices from Yahoo Finance through a set of MCP tools.

bald-newcomer/yfinance-mcp

MCP Learning Project

by vijayanan6

A custom MCP server providing tools for date/time, calculations, mock weather, and note management, enabling AI agents to perform these tasks via natural language.

vijayanan6/mcp-project

Slipbox MCP Server

by jamesfishwick

An MCP server that turns any compatible AI agent into a Zettelkasten partner for creating atomic notes, forming semantic links, detecting clusters, and synthesizing insights from your existing knowledge.

jamesfishwick/slipbox-mcp

korean-data-mcp

by leadbrain

Real-time Korean web data for AI assistants — Naver Place reviews, Melon charts, Daangn/Bunjang marketplace, Naver News, Musinsa fashion rankings. 7 tools powered by Apify actors.

leadbrain/korean-data-mcp

test-emp-database-mcp

by eeshan-anand

An employee-analytics MCP server backed by SQLite with pre-seeded sample data, providing tools for common SQL analytics such as top N earners, department averages, window functions, and subqueries.

EESHAN-ANAND/test-employee-database-mcp

foreman-mcp-py

by adamruzicka

MCP server to interact with Foreman (Red Hat Satellite) instances, enabling management of hosts, provisioning, and configuration via natural language.

adamruzicka/foreman-mcp

network-forensics-mcp-server

by jus1-c

Enables AI agents to analyze PCAP files for network forensics using Wireshark/tshark, providing high-performance packet inspection, filtering, and protocol analysis through the Model Context Protocol.

jus1-c/network-forensics-mcp-server

distillory

by everyai-com

Local-first memory engine that synthesizes entity profiles at ingestion. Enables persistent, reasoning memory for AI agents via MCP tools like add, search, and profile.

everyai-com/distillory

Code Graph Knowledge System

by royisme

Transforms code repositories and development documentation into a queryable Neo4j knowledge graph, enabling AI assistants to perform intelligent code analysis, dependency mapping, impact assessment, and automated documentation generation across 15+ programming languages.

royisme/codebase-rag

Streamable HTTP Python MCP Server Template

by ferrants

A starter template for building MCP servers in Python using the streamable HTTP transport protocol. Provides a foundation with the MCP Python SDK and example configuration to quickly develop custom MCP servers.

ferrants/mcp-streamable-http-python-server

Meta Kaggle MCP Server

by sor4chi

Searches and retrieves information from Meta Kaggle dataset, including competitions, discussions, users, and forums, enabling data exploration and analysis through natural language queries.

sor4chi/meta-kaggle-mcp

Claude Flight Search MCP Server

by adeyholar

Enables flight search, airport information lookup, and price comparison through Claude Desktop.

adeyholar/claude-flight-search-mcp

sungdb-mcp

by passingduck

FastMCP-based GDB debugging server for high-performance, stable debugging with command queuing and session management.

passingduck/sungdb-mcp

Trae CN MCP Server

by urwlee

Enables AI-assisted coding project management and stock market tools within OpenClaw through Trae CN IDE integration.

UrwLee/skill-trae-cn

Zendesk Help Center MCP Server

by gschaer

Enables AI agents to browse, search, and fetch documentation from any public Zendesk Help Center via a read-only API.

gschaer/zendesk-hc-mcp

ableton-mcp-loopback

by applicate2628

A loopback-bound MCP server that enables MCP clients to control Ableton Live (set tempo, create tracks/clips, add MIDI notes, start/stop playback) over a secure local-only connection.

applicate2628/ableton-mcp-loopback

KiCad Context MCP

by yigitabi5444

A read-only MCP server for AI agents to understand KiCad projects through progressive disclosure, providing compact summaries and drill-down tools for components, nets, traces, and ERC/DRC checks without blowing context budgets.

yigitabi5444/YSM-Kicad-MCP

Gemini CLI RAG MCP

by pedarias

Transforms static gemini-cli documentation into a queryable RAG service, enabling developers to ask questions about Gemini CLI in natural language and receive instant, accurate answers based on the official documentation directly within their workflow.

pedarias/gemini-cli-rag-mcp

Uniware Vtiger MCP Server

by srimathi-8502

Read-only MCP server connecting Claude to Vtiger CRM for leads, deals, and overdue follow-ups.

Srimathi-8502/Mcp_Vtiger_claude

RealReel

by juliangay

An AI agent that generates ICP-targeted product marketing videos with a self-improving loop of reference mining, generation, self-critique, and continual learning.

juliangay/realreel

servicenow

by arunz3

Connects Claude Desktop directly to a ServiceNow instance for incident management, service catalog, workflow tools, and AI-powered smart incidents and KB generation using Gemini.

arunz3/mcp-server-servicenow

devflow-mcp

by vulq-cmd

A read-only MCP server that securely serves Jira (Server/Data Center) data to Claude Code without exposing the personal access token, with optional GitLab integration.

vulq-cmd/jira-dev-mcp

JSON Placeholder Posts MCP

by gowthams05

Fetches and filters posts from JSON Placeholder API by userId, with support for elicitation when userId is omitted.

GowthamS05/mcp_elicitation

Local Machine MCP Server

by authmeonline

Turns your local machine into an MCP server with a GUI, allowing agents to execute file operations, run commands (including admin), manage background processes, and query databases, with optional ngrok exposure.

authmeonline/local-machine-mcp

dd-arch

by ollo-kitty

A dynamic tool management platform that allows creating, editing, and executing Python code tools via a web UI, exposing them as MCP tools through Streamable HTTP.

ollo-kitty/mcp