The MCP Trust Index.

Roundtable MCP

by hardc0l2e

Enables role-based, multi-model AI orchestration by assigning specialized expert roles to a hybrid panel of local and cloud LLMs, generating unified advisory council reports for complex tasks.

hardc0l2e/roundtable-mcp

skills

by giggle-official

giggle-official/skills

footballcharts-mcp

by ddevetak

Provides AI assistants with live football data for 90+ leagues including tables, results, fixtures, model probabilities, and Monte Carlo season projections from football-charts.com.

ddevetak/footballcharts-mcp

dealflowpro-mcp-server

by jbechtel-97

Multifamily real estate deal analysis — analyze deals, score properties, calculate max offer prices, and look up market data. Four tools for underwriting 2-200 unit apartment properties.

jbechtel-97/dealflowpro-mcp-server

bsl-agent-mcp

by bitcoinscalinglabs

MCP server that lets AI agents operate a user-owned wallet on the Bitcoin-IPC testnet, enabling BTC deposits, cross-subnet wBTC payments, and anchored payment receipts, with local key signing and spend caps.

bitcoinscalinglabs/bsl-agent-mcp

hefeng-qweather-mcp-modelscope

by fengyucn

Adapts the HeFeng QWeather MCP server for ModelScope cloud hosting, allowing weather queries through stdio or HTTP with a default stdio entry.

fengyucn/hefeng-qweather-mcp-modelscope

swsd-mcp

by mikimatsub

MCP server for SolarWinds Service Desk (SWSD/Samanage) enabling reading and modifying tickets, comments, knowledge-base articles, and more via each user's own API token.

mikimatsub/swsd-mcp

GLM-Vision MCP Server

by ven693

Provides a vision tool that converts images into structured text descriptions and OCR using the free GLM-4.6V-Flash model, enabling text-only LLMs like DeepSeek to understand images.

VEN693/glm-vision-mcp

Cortex-CxC

by vibhor7-7

Cortex is a 3D visual memory layer for AI chats that summarizes relevant past conversations using Hydrid search (keyword + semantic) and feeds relevant content to the LLM via Custom MCP so users never start a chat from scratch again.

Vibhor7-7/Cortex-CxC

AgentServices

by vbkotecha

MCP server providing 50+ crypto, market intelligence, and AI inference endpoints with x402 pay-per-request micropayments on Base.

vbkotecha/agentservices-api

BNB Chain MCP

by nirholas

A comprehensive MCP server for interacting with the BNB Chain ecosystem, including BSC EVM operations, BNB Greenfield decentralized storage, and the Sperax Protocol. It enables users to manage wallets, execute token transactions, and handle storage buckets using natural language.

nirholas/bnbchain-mcp

Bridge-MCP

by ali-moghadam

Unified MCP server that integrates Jira, GitLab, and Confluence for AI assistants to access project management, code repositories, and documentation from a single interface.

ali-moghadam/Bridge-MCP

parallight-lecture-9-agentify

by mrvgao

A secure MCP server that wraps ERPNext with five narrow tools and layered safety gates (identity passthrough, risk grading, approvals, isolation), enabling agents to safely interact with ERPNext data.

mrvgao/parallight-lecture-9-agentify

Perch

by adityaarsharma

AI-native server intelligence layer for RunCloud-managed servers. Enables Claude Code to diagnose issues, manage web apps, and automate fixes in plain English via 150+ MCP tools.

adityaarsharma/perch

platform

by achimdehnert

BF Agent Platform - Monorepo for BFAgent, Travel Beat, and shared packages

achimdehnert/platform

Happy MCP

by hlife0

A standalone MCP gateway that lets external AIs control Happy machines via OAuth, with dual LLM review for sensitive operations. Enables secure remote control of approved machines and directories through natural language.

hlife0/happy-mcp

openproject-mcp

by ddeluca06

An MCP server for OpenProject that enables creating, updating, commenting on work packages, and logging time, plus read operations for projects, work packages, users, and activities. Zero-dependency, stdio transport.

DDeluca06/openproject-mcp

dataville-mcp

by datavilleorg

Enables MCP clients to query Dataville's data sources using tools like list_dataville_sources and search_dataville.

datavilleorg/dataville-mcp

Elegant MCP Server

by anguraj-zoho

MCP server for the Elegant 1.0 design system that provides 12 tools for AI-assisted UI generation. It outputs single HTML files with CSS, JS, and assets served from CDN, requiring a GitHub token to fetch component documentation.

Anguraj-zoho/elegant-mcp

zoho-analytics-mcp-worker

by adamcfield

Exposes the Zoho Analytics API v2 as an MCP server, enabling Claude and other clients to query, manage, and analyze Zoho Analytics data through natural language.

adamcfield/zoho-analytics-mcp-worker

ScanRook MCP Server

by devinshawntripp

Enables AI assistants to perform vulnerability scanning on Docker/OCI images, check CVE details, analyze licenses, and compare scan results via ScanRook.

devinshawntripp/scanrook-mcp

Cinderwright

by cinderwright-ai

x402 Discovery Hub. Search engine for the agent economy with 1450+ services indexed. Search by keyword, browse by category, free service submission.

cinderwright-ai/cinderwright-api

AlgoChains MCP Server

by algochains

Enables AI assistants to interact with a complete trading infrastructure, including live futures bots, real market data, backtesting, and copy-trading signals. Supports 503 tools across 20 domains, from market data to order execution, with zero synthetic data.

AlgoChains/algochains-mcp-server

AgentGuard MCP Server

by vaasu202

Provides a secure MCP boundary for AI agents, intercepting and validating tool calls, redacting secrets, and requiring human approval for sensitive actions with a tamper-evident audit trail.

vaasu202/agentguard

machinegrade-validate

by machinegrade

Validates AI-generated artifacts (JSON, API responses, SQL) against a contract and returns a verdict.

machinegrade/validate

outline-mcp

by ngarbezza

MCP server to connect (read-only) to an Outline instance

ngarbezza/outline-mcp

schoolbridge

by shoberman2

Connects Canvas LMS (and other school platforms) to AI agents, enabling them to monitor assignments, grades, announcements, and changes, then rank work, brief students, or build study plans via MCP tools.

Shoberman2/schoolbridge

ai-todo-app

by mhoodkhatri

mhoodkhatri/ai-todo-app

Jira

by abdoosalomov

Connects to self-hosted Jira instances for issue management and project tracking.

abdoosalomov/jira-mcp

AI Web Tester

by siamalsobari

Enables AI coding agents to autonomously interact with and test web applications in a real browser, providing DOM/Accessibility tree extraction, runtime telemetry, screenshot capture, and Markdown test reports.

SiamAlSobari/ai-web-tester

Polar Cloud MCP

by polar3d

Enables generating 3D models, slicing them with Polar Cloud defaults, and queuing prints from MCP clients.

Polar3D/polar-cloud-mcp

Agentic Ads

by nicofains1

Google AdSense for AI agents, enabling MCP server monetization by serving privacy-respecting contextual ads and earning 70% revenue share on clicks.

nicofains1/agentic-ads

rasterly-mcp

by jhonychain

Enables AI agents to read, screenshot, or convert web pages to PDF using a real headless browser, turning any URL into clean Markdown, a visual image, or a print-ready document.

jhonychain/rasterly-mcp

Repomentor

by yuk1no4090

yuk1no4090/Repomentor

SEO Authority MCP

by forgemeshlabs

Provides AI agents with typed SEO tools for domain authority, keyword opportunities, competitor gap analysis, content briefs, site audits, and internal links, backed by Common Crawl graph data and optional x402 payment settlement.

forgemeshlabs/seo-authority-mcp

AI Long-Term Memory MCP Server

by hpy6370-sys

Provides persistent long-term memory for AI agents with semantic search and activation-based decay. Enables AI systems to remember across sessions through layered memory architecture and automatic context-aware retrieval.

hpy6370-sys/memory-mcp

pocket-mcp

by jaochai

Turns PocketBase into a persistent knowledge base, enabling Claude Code to capture and retrieve project knowledge, tasks, decisions, and workflows via semantic search.

JaoChai/pocket-mcp

mcp-samsara

by automationsquados

Fleet management in your assistant — vehicles, routes, drivers and HOS compliance over Samsara's public API.

AutomationSquadOS/mcp-samsara

guipi888/opc-skill-content-policies

by guipi888

MCP server that reads OPC policy information from the OPC personal tool station via API key, enabling users to query policy updates.

guipi888/opc-skill-content-policies

brainlayer

by etanhey

Local-first persistent memory layer for AI agents. Provides hybrid search (FTS5 keyword + vector embeddings) over 223K+ knowledge chunks via MCP. Tools: brain_search, brain_store, brain_entity, brain_subscribe. Features pub/sub with stable agent identity, delivery tracking, and Claude --channels integration. SQLite + BrainBar Swift daemon on Unix socket.

EtanHey/brainlayer

IMDb MCP App

by goldandrei

An MCP server that answers natural-language movie questions using live TMDb data, with tools for searching, ranking, and retrieving detailed movie information.

goldandrei/MCP-App-MovieDB

agent-memory

by s-zhang

Agent memory system for Claude Code

s-zhang/agent-memory

LiveContext

by livecontext-ai

LiveContext is a self-hosted AI automation platform that exposes its whole surface over MCP: build and run workflows, manage agents and skills, read and write tables, browse workspace files, create web interfaces, and call 600+ third-party API integrations. Tools are unified per resource and driven by an action parameter.

livecontext-ai/livecontext-ce

AgentTrust

by eamwhite1

35-tool MCP server for agent-to-agent payments on the XRP Ledger — job marketplace, crypto-condition escrow, AI-verified work delivery, trust scoring, and wallet bootstrap from Coinbase

eamwhite1/xrpl-referee

legal-doc-intelligence

by michaliskampouridis

MCP server that analyzes legal documents, extracts key clauses, identifies risks, and summarizes contracts. 8 tools for AI agents needing legal document intelligence.

MichalisKampouridis/income-machine

Elite Reasoning MCP

by snehgabani

A 66-tool reasoning pipeline that intercepts prompts to classify intent, check past mistakes, and generate execution plans, enabling any LLM to think harder and avoid repeating errors.

Snehgabani/elite-reasoning-mcp

Vision MCP Server

by leydidishc280-dotcom

Enables screenshot capture and visual analysis using cloud or local vision models, with tools to describe screens, list windows, and analyze images.

leydidishc280-dotcom/vision-mcp-server