MCP Scoreboard

66534

Discovered

→

31841

Scored

→

2112

Verified

→

16953

Complete

Our Methodology How we score servers → Find & Claim Your Server Free score alerts & badge →

Last updated 2 hours, 45 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
41701	woodpecker-mcp Claim Exposes a materialized service dependency graph as an MCP toolset for persisten…	—	○ ⏳	—	—	—	—	—	—
41702	Amazon Bedrock AgentCore MCP Gateway Claim A proof-of-concept implementation that enables Amazon Bedrock AgentCore to inte…	—	○ ⏳	—	—	—	—	81	—
41703	mcp-win-toast Claim Enables AI assistants to send Windows toast notifications and dialog boxes, all…	—	○ ⏳	—	N/A	N/A	—	—	—
41704	Garmin MCP Gateway Claim Multi-user OAuth 2.1 gateway allowing a trusted circle to connect their Garmin …	—	○ ⏳	—	—	—	—	—	—
41705	NovaCortex MCP Server Claim Enables AI agents to store, search, and relate typed memories with a graph-nati…	—	○ ⏳	—	—	—	—	—	—
41706	Appendix Claim Physician-reviewed medical opinions and prescriptions for AI agents.	—	○ ⏳	—	—	—	—	—	—
41707	mcp-secure-sandbox Claim Provides a secure, containerized Python sandbox for executing LLM-generated cod…	—	○ ⏳	—	N/A	N/A	—	—	—
41708	MCP Server My Lark Doc Claim Enables searching and retrieving content from Lark (Feishu) documents via MCP t…	—	○ ⏳	—	N/A	N/A	—	—	—
41709	mcp-coinpaprika Claim Enables access to Coinpaprika cryptocurrency data, including coin listings, pri…	—	○ ⏳	—	—	—	—	—	—
41710	website-reader-mcp Claim Enables AI chat backends to fetch public webpages and return cleaned, readable …	—	○ ⏳	—	—	—	—	—	—
41711	MegaMem Claim Syncs Obsidian notes into a temporal knowledge graph and exposes 23 MCP tools f…	—	○ ⏳	—	N/A	N/A	—	—	—
41712	AssetMCP Claim Provides normalized reads and unsigned transaction payloads for ASA, ARC-200, a…	—	○ ⏳	—	—	—	—	—	—
41713	jankins Claim Token-optimized Jenkins MCP server with smart log handling and failure triage f…	—	○ ⏳	—	—	—	—	—	—
41714	ARCclaude Claim Enables AI assistants to control ArcGIS Pro through natural language, executing…	—	○ ⏳	—	N/A	N/A	—	—	—
41715	Gmail MCP Server Claim Enables comprehensive Gmail management with 17 tools for searching, sending, an…	—	○ ⏳	—	—	—	—	81	—
41716	anvie-frappe-mcp-wrapper Claim Automates setup and configuration for frappe-mcp, enabling management of multip…	—	○ ⏳	—	N/A	N/A	—	—	—
41717	Trillian MCP Claim Enables natural language queries of astronomical data across multiple archives …	—	○ ⏳	—	—	—	—	—	—
41718	Evaluar MCP Server Claim Enables authentication and management of eTalent processes within Evaluar platf…	—	○ ⏳	—	—	—	—	—	—
41719	Aula MCP Server Claim Enables Claude to access the Danish school communication platform Aula.dk, allo…	—	○ ⏳	—	N/A	N/A	—	—	—
41720	hetzner-mcp Claim Manage your entire Hetzner platform from any AI assistant. Cloud servers, netwo…	—	○ ⏳	—	—	—	—	—	—
41721	AdWhispr MCP Server Claim Chat with any brand's Meta (Facebook/Instagram) ads inside Claude — research a …	—	○ ⏳	—	—	—	—	—	—
41722	Poke PC Claim Provides a Dockerized MCP worker that gives Poke AI assistants persistent termi…	—	○ ⏳	—	N/A	N/A	—	—	—
41723	KiCad MCP Server Claim Enables LLMs to inspect, edit, analyze, and render PCB layouts in real-time usi…	—	○ ⏳	—	N/A	N/A	—	—	—
41724	FlutterFlow MCP Server Claim Connects AI coding agents to FlutterFlow projects, enabling browsing, inspectio…	—	○ ⏳	—	N/A	N/A	—	—	—
41725	mundigital Claim Exposes a public, read-only professional profile with tools to search resume ev…	—	○ ⏳	—	—	—	—	—	—
41726	Google-Drive Universal MCP Server Claim Provides a standardized interface for interacting with Google Drive tools and s…	—	○ ⏳	—	—	—	—	—	—
41727	mcp-server-lightning-exec Claim Enables MCP-compatible assistants to execute Python code, files, and notebooks …	—	○ ⏳	—	N/A	N/A	—	—	—
41728	CBETA MCP Server Claim Provides access to the Chinese Buddhist Electronic Text Association (CBETA) onl…	—	○ ⏳	—	—	—	—	81	—
41729	cortex-cloud-docs-mcp-server ⚡ Claim	—	○ ⏳	—	N/A	N/A	—	95	—
41730	google-slides-mcp Claim An MCP server that enables AI assistants to create, read, and edit Google Slide…	—	○ ⏳	—	—	—	—	—	—
41731	JSON Placeholder Posts MCP Claim Fetches and filters posts from JSON Placeholder API by userId, with support for…	—	○ ⏳	—	—	—	—	—	—
41732	Claude Code Bridge from Essential AI So… Claim 1 MCP bridge for inter-session communication between Claude Code instances	—	○ ⏳	—	N/A	N/A	—	95	—
41733	airbyte-oss-mcp Claim Read-only MCP server for self-hosted Airbyte OSS 1.6.x, enabling monitoring of …	—	○ ⏳	—	—	—	—	—	—
41734	Box MCP Server Claim Enables AI agents to manage Box files, folders, collaborations, and more via th…	—	○ ⏳	—	—	—	—	—	—
41735	@markfu909/overleaf-mcp Claim An MCP server that provides access to Overleaf projects via Git integration, en…	—	○ ⏳	—	N/A	N/A	—	—	—
41736	mcp-server Claim	—	○ ⏳	—	—	—	—	—	—
41737	lumen-mcp Claim Drives Lumen's data-to-SQL-to-chart-to-report loop from any MCP client, support…	—	○ ⏳	—	N/A	N/A	—	—	—
41738	engram Claim Provides persistent, local-first AI memory across sessions via MCP tools for st…	—	○ ⏳	—	N/A	N/A	—	—	—
41739	Orpheus Claim An AI agent that analyzes and transforms music projects in REAPER, explaining w…	—	○ ⏳	—	N/A	N/A	—	—	—
41740	Garmin MCP Lite Claim A lightweight Garmin Model Context Protocol server with 12 curated endpoints fo…	—	○ ⏳	—	N/A	N/A	—	95	—
41741	awesome-agentic-ai-zh Claim A structured, trilingual (繁中 / 简中 / English) learning roadmap for agentic AI — …	—	○ ⏳	—	N/A	N/A	—	—	—
41742	Arbor Claim AgentPay is the authorization layer between an AI agent and real spending. You …	—	○ ⏳	—	—	—	—	—	—
41743	Kommo CRM MCP Server Claim Enables AI agents to manage Kommo CRM (formerly AmoCRM) entities including lead…	—	○ ⏳	—	—	—	—	—	—
41744	trace Claim	—	○ ⏳	—	N/A	N/A	—	95	—
41745	spaceweather-mcp Claim A Model Context Protocol server for space weather and geomagnetic conditions, e…	—	○ ⏳	—	—	—	—	—	—
41746	Antigravity Mobile Command MCP Server Claim Enables mobile control of Antigravity coding agents via Telegram, allowing task…	—	○ ⏳	—	—	—	—	—	—
41747	RAG MCP Gateway Claim A smart proxy that aggregates multiple downstream MCP servers and enables natur…	—	○ ⏳	—	N/A	N/A	—	—	—
41748	MCP Job Toolkit Claim An MCP server that enables searching for jobs across Australian platforms (Seek…	—	○ ⏳	—	—	—	—	—	—
41749	recon-mcp Claim A local Python MCP server for safe, human-led bug bounty recon, providing light…	—	○ ⏳	—	N/A	N/A	—	—	—
41750	Revolut MCP Claim Bridges AI assistants with the Revolut Business API to enable banking operation…	—	○ ⏳	—	—	—	—	—	—

Showing 41701–41750 of 66534 servers

« Prev 1 … 833 834 835 836 837 … 1331 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops