The MCP Trust Index.

mcp-server-openai-image-generator

by jlg-formation

Generates images from text prompts using OpenAI's API, saves them locally, and serves them via an integrated HTTP static file server.

jlg-formation/mcp-server-openai-image-generator

soapstone

by proptermalone

Context-anchored gotcha notes for LLM agents that surface warnings at the point of relevance, and allows leaving new notes via MCP tools.

PropterMalone/soapstone

YNAB MCP Server

by pragprogrammer

Connects AI assistants to YNAB budgets, providing over 30 tools for managing budgets, accounts, transactions, categories, and analytics with delta sync and caching.

pragprogrammer/mcp-ynab

career-navigator-mcp

by miriam-epstein

Enables career diagnosis by analyzing user skills and recommending suitable professions using Google Gemini and a RAG knowledge base of 10 professions.

Miriam-Epstein/career-navigator-mcp

MCP1

by bcauley70

A minimal MCP server that tells an interactive knock-knock joke suitable for children, supporting both local stdio and HTTP deployments.

bcauley70/mcp1

geodata

by urbanmorph

Lightweight open-source visualiser for India admin boundaries — pick a layer, view, download parquet

urbanmorph/geodata

mcp-role-server

by kazuhiro2188-lgtm

A role-based access control MCP server template with authentication, role-based tool exposure, and rate limiting, enabling secure tool management for AI assistants.

kazuhiro2188-lgtm/mcp-role-server

BWVI

by lh123aa

MCP server for AI agents to make structured design decisions with direction, palette, typography, layout, and detail signatures, supporting multiple rendering backends and 56 visual styles.

lh123aa/bwvi-design

polygon-io

by pipeworx-io

Provides access to Polygon.io financial data including tickers, OHLC aggregates, daily open/close prices, and news via MCP gateway.

pipeworx-io/mcp-polygon-io

obsidian-agent-mcp

by rospaans

Connects Obsidian to coding agents like Claude Code and Codex by exposing tools to access vault context (active file, selection, open editors, workspace folders), and includes a built-in terminal to run agents directly inside Obsidian.

rospaans/obsidian-agent-mcp

Dutch Vehicle Context

by rleefers

Provides comprehensive Dutch vehicle information from license plate numbers, including APK inspection history, recalls, odometer checks, and other signals, via a single MCP tool.

rleefers/dutch-vehicle-context

cloudwatch-mcp

by charliefng

A simplified MCP server that provides a streamlined way to interact with AWS CloudWatch resources (log groups, log queries, and alarms) through the MCP protocol.

charliefng/cloudwatch-mcp

openmetadata-mcp-server

by us-all

OpenMetadata MCP — 170 tools for metadata, lineage, search, data quality, and OM 1.12+ Data Contracts. Includes lineage-impact and quality-rollup aggregations.

us-all/openmetadata-mcp-server

usemotion-mcp-server

by matbour

Enables interaction with the Motion API for task and project management, including listing, creating, updating, and deleting tasks, projects, comments, and workspaces.

matbour/usemotion-mcp-server

mcp-weather

by danibencz

A minimal MCP server that provides current weather and forecasts for any city using the free Open-Meteo API, no API key required.

DaniBencz/mcp-weather

CodeAtlas MCP Server

by giauphan

Exposes codebase analysis data, including module structures, dependencies, and AI-generated insights, to AI assistants via the Model Context Protocol. It enables users to query project architecture and search for specific code entities across analyzed projects.

giauphan/codeatlas-mcp

cryptyx-ai/cryptyx-mcp-server

by cryptyx-ai

The conviction engine for autonomous crypto trading agents. 376 metrics across 8 factor classes, multi-factor backtesting, signal persistence, and regime analysis — 21 tools for AI agents via MCP.

cryptyx-ai/cryptyx-mcp-server

mcp-outlook-desktop

by jpatching

Enables AI assistants to securely read, search, draft, and send Outlook emails, manage calendar events, and access mailbox folders through a local MAPI connection to Windows Outlook, with human-in-the-loop safeguards.

Jpatching/mcp-outlook

mcp-passwordgen

by pipeworx-io

Enables to generate cryptographically-random passwords and PINs with control over character sets and length. Returns the password(s) and their entropy in bits.

pipeworx-io/mcp-passwordgen

polymarket-mcp-server

by birantx

Polymarket prediction markets for Claude — market search, order books, price history, and a liquidity-rewards scanner. Credential-free.

Birantx/polymarket-mcp-server

finance-mcp

by franzferdinan51

A read-only MCP server for stock quotes, Coinbase prices, and Polymarket markets, supporting tools like get_stock_quote, get_coinbase_spot_price, and search_polymarket_markets.

Franzferdinan51/finance-mcp

humantone-mcp

by humantone

Official MCP server for HumanTone, enabling AI text humanization and AI likelihood detection directly from MCP clients like Claude Desktop and Cursor.

HumanTone/humantone-mcp

ecount-mcp

by popo7542015-source

MCP server that enables Claude to query inventory and contact information from the 이카운트 ERP system for specified companies.

popo7542015-source/ecount-mcp

cdk-cicd-wrapper

by cdklabs

This repository contains the infrastructure as code to wrap your AWS CDK project with CI/CD around it.

cdklabs/cdk-cicd-wrapper

figma-mcp-proxy

by dgehriger

A read-only MCP proxy for the Figma REST API, providing tools to fetch design context, file data, images, comments, and user info using a personal access token. Designed for MCP clients that cannot use Figma's official OAuth flow.

dgehriger/figma-mcp-proxy

mcp-tle

by pipeworx-io

Provides satellite tracking data using Two-Line Element sets from a free public API. Enables querying satellite orbits and positions through natural language or direct tool calls.

pipeworx-io/mcp-tle

limesurvey-mcp

by edgarrmondragon

edgarrmondragon/limesurvey-mcp

mcp-sqlalchemy-server

by openlinksoftware

Provides SQLAlchemy (via pyodbc) connectivity to any Database Management System (DBMS) that's accessible via SQLAlchemy.

OpenLinkSoftware/mcp-sqlalchemy-server

GitHub MCP Server

by usmanzia7864561

Enables GitHub operations via MCP, providing tools for issues, pull requests, and Actions workflows through a Streamable HTTP transport.

usmanzia7864561/mcp-github-server

sympy-mcp

by sdiehl

sdiehl/sympy-mcp

content-contracts-mcp-server

by mauricioperera

MCP server exposing content contract validators (SEO.md, PRODUCTHUNT.md, LINKEDIN.md) as tools so AI agents can verify generated content against concrete rules without maintaining linters. It provides linting and JSON-LD export tools with config and content passed as parameters, not file paths.

MauricioPerera/content-contracts-mcp-server

beeper-mcp-server

by stopwarbywar

stopwarbywar/beeper-mcp-server

TradingWizard No-Chase MCP

by hugors00

Enforces pre-trade planning discipline by checking entry, stop, target, and risk/reward via a gate tool, and provides proof receipts, terminal links, and risk prompts for AI assistants.

HugoRS00/tw-no-chase-mcp

mcp-arcgis-harrisburg

by pipeworx-io

Enables searching and querying City of Harrisburg GIS open geospatial data (parcels, zoning, public works) via ArcGIS feature services using natural language.

pipeworx-io/mcp-arcgis-harrisburg

weather-mcp

by want595

Want595/weather-mcp

jdatamunch-mcp

by jgravelle

Token-efficient MCP server for tabular data retrieval. Index CSV/Excel files, query rows, aggregate — 99%+ token savings vs raw file reads.

jgravelle/jdatamunch-mcp

Numera MCP

by vectojs

Enables MCP clients to inspect, read, and write Numera workbooks locally without a browser, supporting .numera.json, .json, .csv, and .xlsx files.

vectojs/numera-mcp

qca-agent-mcp

by black-jony

Exposes eight QCA (quantum calibration) tools via a standards-based MCP stdio server for MCP-compatible agents to interact with backend status, experiments, schemas, parameters, dry-runs, history, and arrays.

Black-Jony/qca-agent-mcp

graph-arch

by 3486038424

Neo4j-backed MCP server managing code architecture dependency graphs, enabling AI agents to query impact, submit change intents, and coordinate reactive multi-agent workflows.

3486038424/neo4j_mcp_controller

stateless-mcp-incident-lab-typescript-sdk

by maximalfocus

A stateless MCP server for incident lab operations, exposing MCP and health endpoints, with conformance testing.

maximalfocus/stateless-mcp-incident-lab-typescript-sdk

Finnish Energy Regulation MCP

by ansvar-systems

Enables full-text search and retrieval of Finnish energy regulations from four regulators: Energiavirasto, Fingrid, TEM, and Tukes.

Ansvar-Systems/finnish-energy-regulation-mcp

fx-converter-mcp

by lulu-the-narwhal

Enables currency conversion and exchange rate lookups using real ECB reference rates, free and without an API key. Supports natural language queries like 'convert 100 USD to EUR' or 'what's the exchange rate between GBP and JPY?'.

Lulu-The-Narwhal/fx-converter-mcp

OpenAI Ads MCP

by trakkr-aisearch

Typed MCP server for OpenAI Ads and ChatGPT Ads via the Advertiser API. Supports account, campaign, ad group, ad, creative, audience, insight, and conversion tools with readonly mode and guarded writes.

trakkr-aisearch/openai-ads-mcp

agent-bridge-mcp

by yukinuma-cpu

An MCP server and HTTP gateway that dispatches coding tasks to Claude Code, Codex, and Antigravity CLI sessions, keeps track of those sessions, and optionally runs an implement → review → verify loop against a real repository.

yukinuma-cpu/agent-bridge-mcp

sentrul-mcp-server

by sentrul

Enables access to Sentrul's research, compliance scanning, and trace lookup agents through MCP clients. Provides 257 production agents for analyzing web content, detecting compliance patterns, and retrieving structured trace data.

sentrul/sentrul-mcp-server

TestOps MCP Server

by kirchik95

An MCP server that connects AI agents to TestOps, enabling test case management, launches, defects, and analytics through natural language.

kirchik95/testops-mcp

graph-security-dashboard

by iamvigneshk

Security Graph MCP Server

IamVigneshk/graph-security-dashboard