The MCP Trust Index.

OpenCode MCP Server

by marlondivino

Refines development prompts and stores semantic memory to save tokens in complex Antigravity tasks, enabling token savings and enriched context.

marlondivino/open-code-as-mcp

Froglet

by armanas

Protocol and node implementation for a bot economy enabling bots to create, publish, discover, and transact remote resources.

armanas/froglet

tecof-mcp

by tecof

MCP server for the Tecof Developer API that reads theme components from disk, converts agent-written sections into editor documents, and manages draft pages (create, update, delete, preview) with validation and multi-language support.

tecof/tecof-mcp

SocialGuessSkills

by starlink-awaken

A multi-agent framework that models complex social systems through a coordinated workflow of seven specialized agents covering areas like economics, governance, and risk. It enables users to generate structured, verifiable social system models from basic assumptions using the Model Context Protocol.

starlink-awaken/SocialGuessSkills

seoul-opendata-mcp

by youjin8812-hub

MCP server enabling natural language search and recommendation of Seoul Open Data Plaza datasets, covering APIs and non-API formats with provider and recency filters.

youjin8812-hub/seoul-opendata-mcp

navigation-agent-mcp

by j0k3r-dev-rgl

A minimal MCP server providing a normalized API for code navigation and repository inspection through tools like symbol searching and call tracing. It enables AI agents to perform structured analysis of codebases by mapping endpoints, inspecting file trees, and tracing symbol relationships.

j0k3r-dev-rgl/navigation-agent-mcp

devrev-mcp-server

by kpsunil97

A Model Context Protocol server that enables searching and retrieving information from DevRev using its APIs with Claude.

kpsunil97/devrev-mcp-server

school-mcp

by 54yyyu

A Model Context Protocol server that helps students manage academic workflows by integrating with Canvas and Gradescope to fetch deadlines, download course materials, and sync with macOS Calendar or Reminders.

54yyyu/school-mcp

Office-Word-MCP-Server

by gongrzhe

A Model Context Protocol server that enables AI assistants to create, read, edit, and format Microsoft Word documents through standardized tools and resources.

gongrzhe/office-word-mcp-server

Claude Desktop Research MCP Server

by cholhwanjung

Enables searching, retrieving, and reading academic papers from arXiv while analyzing citation networks via Semantic Scholar. It allows users to extract full-text content from PDFs and explore references or citations sorted by impact.

cholhwanjung/research-mcp

simap MCP Server

by digilac

Enables AI assistants to search and view public tenders from Switzerland's simap.ch platform.

Digilac/simap-mcp

recon-fuzz-chimera-mcp

by recon-fuzz

Recon Fuzz Chimera MCP knowledge to multi fuzzing enviornments compatibility in Solidity Smart contracts

Recon-Fuzz/recon-mcp-chimera

mcp-server-lobstermail

by lobster-kit

MCP server for LobsterMail — gives AI agents email tools. Create inboxes, send and receive email, search messages, and manage webhooks.

lobster-kit/mcp-server-lobstermail

dsh-peak-scheduler

by keyiadiannao

MCP server that defers non-urgent tasks to off-peak hours, saving ~50% on DeepSeek API costs without blocking users.

keyiadiannao/dsh-peak-scheduler

board-games

by ramk458

A project management tool for both prompters and processors.

ramK458/board-games

IntentFence

by razel369

IntentFence is an open spend and action policy gate for autonomous AI that evaluates tool call constraints like scope, cost, data-retention, and approval, returning decisions such as safe_to_proceed, needs_review, or denied, and provides an MCP server endpoint at /mcp.

razel369/intentfence

howitalk

by andey0saikiran

Provides a local MCP server that distills your chat history into a personal communication profile and decodes messy messages into explicit prompts for any MCP client.

andey0Saikiran/howitalk

Memory Tracker MCP

by akshaygp18

An MCP server that gives AI assistants persistent memory using an OpenAI vector store, enabling saving and semantic searching of text memories across sessions.

akshaygp18/Memory-tracker-mcp

linkyun-ops-mcp

by stelee410

Provides MCP tools for querying LinkYun operations metrics, including listing metrics, querying metrics, managing agents, and home recommendations, by forwarding requests to the LinkYun Agent Ops HTTP API.

stelee410/linkyun-ops-mcp

UrbanKit County Parcel Atlas

by leoyrh

Query verified parcel ArcGIS REST endpoints for 150+ US counties across all 50 states — search by owner name, APN, or address. No API key; built on public county GIS data.

LEOyrh/mcp-atlas

VibeLens

by soumyachk101

Enables AI coding assistants to visually inspect local web pages by providing screenshots, console errors, and sanitized DOM snapshots.

soumyachk101/VibeLens

django-orm-lens

by frowningdev

Free, MIT alternative to paid Django schema review. Blast radius on every PR, schema drift, N+1 across functions, ER diagrams, MCP server. No DB, no Django boot, no Pro tier.

FROWNINGdev/django-orm-lens

trading-mcp-server

by jamesnjk

A read-only MCP server that exposes Interactive Brokers and Moomoo brokerage accounts as tools, enabling natural-language queries across positions, trade history, realized P&L, and sector exposure in one merged view.

jamesnjk/trading-mcp-server

mcp-arcgis-orovalley

by pipeworx-io

Enables querying and exploring ArcGIS geospatial data from Town of Oro Valley, Arizona, including parcels, zoning, and city services.

pipeworx-io/mcp-arcgis-orovalley

audiobookshelf-mcp

by ni-c

MCP server for Audiobookshelf that lets AI assistants browse libraries and manage listening progress, bookmarks, collections, and playlists.

ni-c/audiobookshelf-mcp

Codex Claude Code MCP

by happenmass

Enables Codex to delegate long-running work to Claude Code via blocking MCP calls, with tools for model discovery, run, and resume without polling.

Happenmass/codex-claude-code-mcp

rbx-mcp

by lolofuk123

An MCP server that bridges any MCP-capable AI host to Roblox Studio. The AI executes Lua live in Studio, reads output/errors, and iterates.

lolofuk123/rbx-mcp

caveman-core-mcp

by matheuspcardoso

MCP server that compresses LLM responses into caveman-style prose, reducing token usage by ~65% while maintaining technical accuracy.

MatheusPCardoso/caveman-mcp

keccak-mcp

by kayryu

An MCP server that provides Keccak cryptographic hash tools.

Kayryu/keccak-mcp

notion-private-api-mcp

by kirvigen

Unofficial Notion MCP server built on Notion's private API (token_v2 cookie). Gives LLM agents full read/write access to the entire workspace — no integration token and no per-page sharing.

kirvigen/notion-private-api-mcp

Endoflife MCP Server

by kemalbgskr

Provides product lifecycle, release cycle, and End of Life (EOL) date information from endoflife.date.

kemalbgskr/endoflife-mcp

steps-mcp

by dassader

Task planning and execution MCP server with durable SQLite storage and a browser UI for reviewing plans and following progress.

dassader/steps-mcp

civ6-mcp

by lmwilki

An MCP server that lets LLM agents play full games of Civilization VI. It connects to a running game and provides tools for unit movement, city management, diplomacy, and more, all through the game's rule-enforcing APIs.

lmwilki/civ6-mcp

Taiga UI MCP Server

by taiga-family

Provides AI assistants with comprehensive access to Taiga UI components, enabling retrieval of component documentation, code examples, and migration guides via four MCP tools.

taiga-family/taiga-ui-mcp

stock-scanner-mcp

by yyordanov-tradu

A modular MCP server providing 64 tools across 13 modules for real-time stock and crypto market data, including scanning, technical analysis, options flow, insider trades, and personalized watchlists.

yyordanov-tradu/stock-scanner-mcp

ContextBridge

by prateekg7

Enables compressing an in-progress AI conversation into a structured context block preserving user goal, decisions, and state, then formats it for another AI to continue seamlessly.

prateekg7/Context-Bridge

jira-lite-mcp

by pilloom

A lightweight Jira Cloud MCP server for Claude Code that provides high-value tools for reading and writing Jira issues with human-readable responses.

pilloom/jira-lite-mcp

grafana-unified-mcp

by robert-sinclair

Enables managing multiple Grafana instances through a single MCP server, routing requests to the correct instance based on an instance argument.

robert-sinclair/grafana-unified-mcp

Agent Orchestrator

by hackerprod

A shared MCP hub that enables multiple coding-agent CLIs to register, discover, and communicate asynchronously via a standalone daemon. It provides MCP tools for agent registration, session management, non-blocking messaging, and cursor-based event reading.

Hackerprod/Agent-Orchestrator

manim-storyboard MCP Server

by tarunls

Enables LLM agents to generate labeled contact sheets of Manim animations, scaffold storyboards from renders, and validate rendered steps against expected intents via MCP tools.

Tarunls/manim-storyboard

meta-ads-mcp

by cedricarlos07

A self-hosted Model Context Protocol (MCP) server that gives AI agents secure, multi-tenant access to the Meta Marketing API for Facebook Ads and Instagram Ads. It enables campaign management, audience targeting, insights, lead management, and more across multiple ad accounts.

cedricarlos07/meta-ads-mcp

the402-mcp-server

by the402ai

MCP server for the402.ai — an open marketplace where AI agents discover and purchase services from third-party providers via x402 micropayments (USDC on Base). Browse the catalog, purchase services, manage conversation threads, and list services as a provider.

the402ai/mcp-server

ONE-MCP

by alexxcpr

MCP server for the ONE Framework ERP that enables Claude to explore data models, run queries, and understand business logic through autonomous access.

alexxcpr/ONE-MCP

mcp-x-publisher

by hanshan0228

Enables posting single tweets, threads, and saving drafts to X (Twitter) automatically using Playwright.

hanshan0228/mcp-x-publisher

MCP2Lambda

by danilop

Enables AI models to interact with AWS Lambda functions via the MCP protocol, allowing access to private resources, real-time data, and custom computation in a secure environment.

danilop/mcp2lambda

twitter-mcp-tool

by jalaj-pandey

A Python-based tool that streamlines social media tasks by enabling users to post tweets, track username changes, fetch recent tweets, and send direct messages on Twitter.

jalaj-pandey/twitter-mcp-tool

Benchmark MCP Server

by dganesh5

An industry benchmarking tool that enables users to compare company metrics like revenue and profit against industry averages using interactive visual charts. It supports both Claude and ChatGPT across multiple transport protocols including SSE and Streamable HTTP.

dganesh5/claude-mcp-app