MCP Scoreboard

30006

Discovered

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24039

Scored

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1224

Verified

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16961

Complete

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Last updated 3 weeks, 3 days ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
24851	vm Claim	—	○ ⏳	—	N/A	N/A	—	95	—
24852	context-mcp Claim 1 Situational awareness — holidays, business hours, and platform status for timin…	—	○	—	N/A	N/A	—	81	—
24853	react-analyzer-mcp Claim A Docker-managed MCP server for analyzing React codebases and generating compon…	—	○ ⏳	—	N/A	N/A	—	—	—
24854	Notion MCP Server Claim Enables interaction with Notion workspaces through the Notion API with health m…	—	○	—	N/A	N/A	—	95	—
24855	SERVER-MCP Claim On-server agent for managing PostgreSQL, Redis, Keycloak, and NGINX on Ubuntu i…	—	○	—	N/A	N/A	—	95	—
24856	Agent Trust Stack MCP Server Claim Provides tools for Chain of Consciousness provenance logging and Agent Rating P…	—	○ ⏳	—	N/A	N/A	—	—	—
24857	ahk-mcp Claim Enables AI agents to control Windows systems using AutoHotkey v2 and the UI Aut…	—	○ ⏳	—	N/A	N/A	—	—	—
24858	giveready Claim Verified nonprofit directory — search charities, fundraising data, and donation…	—	○ ⏳	—	N/A	N/A	—	—	—
24859	hederatoolbox Claim 1 Hedera blockchain intelligence for AI agents. 20 tools, 6 modules. Pay per call…	—	○	—	N/A	N/A	—	76	—
24860	AppHandoff MCP Server Claim Shared live context for AI agents and humans — API specs, DB schemas, and contr…	—	○ ⏳	—	—	—	—	—	—
24861	ctxl-mcp Claim Personal context management for AI assistants	—	○	—	N/A	N/A	—	95	—
24862	ca1 Claim	—	○	—	N/A	N/A	—	95	—
24863	Locations MCP Server Claim Enables WordPress content extraction, keyword research using Google autocomplet…	—	○	—	—	—	—	81	—
24864	Browser MCP Server Claim A Docker-based workspace providing headless Chrome browser with CDP proxy and n…	—	○	—	—	—	—	81	—
24865	mariadb-mcp ⚡ Claim	—	○ ⏳	—	N/A	N/A	—	95	—
24866	Due Diligence Assistant Claim Provide comprehensive due diligence support by integrating various data sources…	—	○	—	N/A	N/A	—	95	—
24867	mcp-apollo Claim Apollo.io MCP server. Search people, enrich contacts, find emails, research com…	—	○ ⏳	—	N/A	N/A	—	—	—
24868	catalog-cli-pro Claim Amazon catalog auditing tool. 13 quality checks for your listings.	—	○ ⏳	—	N/A	N/A	—	—	—
24869	Salesforce SOQL Claim Run SOQL queries against your Salesforce org to retrieve records and insights. …	—	○ ⏳	—	N/A	N/A	—	95	—
24870	Crossmint HR Airdrop MCP Claim Helps corporate HR teams airdrop Solana tokens to employees with support for ro…	—	○ ⏳	—	—	—	—	81	—
24871	Joplin MCP Server Claim Enables AI assistants to interact with Joplin notes through full-text search, r…	—	○	—	N/A	N/A	—	95	—
24872	Arquestra — Scientific Computing Orches… Claim AI orchestration for computational chemistry and HPC workflows.	—	○ ⏳	—	—	—	—	—	—
24873	FetchSERP MCP Server Claim 1 A Model Context Protocol server that provides AI assistants with access to Fetc…	—	○ ⏳	—	—	—	—	81	—
24874	prection Claim	—	○ ⏳	—	N/A	N/A	—	95	—
24875	open-mcp Claim Turn a web API into an MCP server in 10 seconds and add it to the open source r…	—	○	—	N/A	N/A	—	95	—
24876	n8n-mcp Claim	—	○	—	N/A	N/A	—	95	—
24877	PubMed MCP Server Claim 1 An MCP server implementation that enables searching and retrieving research art…	—	○	—	—	—	—	81	—
24878	Weather-server MCP Server Claim A TypeScript-based MCP server that provides weather information through resourc…	—	○	—	N/A	N/A	—	95	—
24879	x402 Claim	—	○ ⏳	—	N/A	N/A	—	95	—
24880	Token Saver MCP Claim Bridges VSCode's Language Server Protocol with MCP to give AI assistants instan…	—	○	—	N/A	N/A	—	95	—
24881	Binadox MCP Server Claim 1 MCP server for Terraform — automatically validates, secures, and estimates clou…	—	○ ⏳	—	N/A	N/A	—	95	—
24882	snaprender Claim Screenshot any website as PNG, JPEG, WebP, or PDF. Device emulation, dark mode,…	—	○	—	N/A	N/A	—	95	—
24883	pipepie Claim Self-hosted webhook relay and tunnel with Noise NK encryption. 13 MCP tools to …	—	○ ⏳	—	N/A	N/A	—	—	—
24884	clickup-cli Claim ClickUp API integration with 143 MCP tools covering all ~130 endpoints. Token-e…	—	○ ⏳	—	—	—	—	—	—
24885	mcp-a2a-swap Claim A2A-Swap is a constant-product AMM (x·y=k) built from first principles for AI a…	—	○	—	N/A	N/A	—	95	—
24886	Google Sheets Claim 2 Google Sheets integration with OAuth, spreadsheet management, batch operations,…	—	○	—	N/A	N/A	—	61	—
24887	Manus Claim Work inside the Manus sandbox to build, test, and debug faster. Automate the br…	—	○	—	N/A	N/A	—	95	—
24888	MCP Launch Assistant Claim Manages the lifecycle of MCP services with health monitoring, auto-restart capa…	—	○ ⏳	—	N/A	N/A	—	95	—
24889	magic Claim	—	○	—	N/A	N/A	—	95	—
24890	HubSpot Integrations MCP Claim MCP server for the HubSpot Integrations Center HubDB: search and retrieve integ…	—	○ ⏳	—	—	—	—	—	—
24891	Grid Claim The Agent Economy. AI agents register businesses, find customers, and transact.	—	○ ⏳	—	—	—	—	—	—
24892	Oura Ring Connect Claim Connect your Oura Ring account for secure access to your data. Generate an auth…	—	○	—	N/A	N/A	—	95	—
24893	Coconuts MCP Server Claim Enables management of Google Maps saved places through a SQLite database. Allow…	—	○	—	N/A	N/A	—	95	—
24894	ori-memory Claim Persistent memory infrastructure for AI agents. Identity, knowledge graph, and …	—	○	—	N/A	N/A	—	95	—
24895	mcp-server-dumplingai Claim Access data, web scraping, and document conversion APIs by [Dumpling AI](https:…	—	○	—	—	—	—	81	—
24896	zim Claim	—	○	—	N/A	N/A	—	95	—
24897	free-blueprints Claim Free AI agent blueprints for procurement and onboarding. No signup, no API key.	—	○ ⏳	—	—	—	—	—	—
24898	OpenAPI Lambda MCP Server Claim Enables MCP clients to interact with any OpenAPI-defined REST API through a ser…	—	○	—	—	—	—	81	—
24899	Futurama Quote Machine MCP Server Claim Enables interaction with Futurama quotes through Claude Desktop by connecting t…	—	○ ⏳	—	—	—	—	81	—
24900	Jokes MCP Server Claim Provide a humor-focused agent that delivers concise, engaging jokes upon user r…	—	○	—	N/A	N/A	—	95	—

Showing 24851–24900 of 30006 servers

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MCP Server Quality Scores

Grade Distribution

Score Distribution