MCP Scoreboard

45235

Discovered

→

29501

Scored

→

2112

Verified

→

16952

Complete

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

Last updated 2 hours, 6 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
45101	SuperMemory MCP Claim A tool that makes memories stored in ChatGPT accessible across various language…	—	○ ⏳	—	N/A	N/A	—	95	—
45102	Webpage MCP Server Claim Enables querying and retrieving content from webpages by parsing sitemap.xml fi…	—	○ ⏳	—	—	—	—	81	—
45103	trust-gate Claim Merchant trust verification for agentic commerce. Verify any merchant before au…	—	○ ⏳	—	N/A	N/A	—	83	—
45104	ChatGPT MCP Plus Claim Enables AI assistants to send prompts to and receive responses from the ChatGPT…	—	○ ⏳	—	N/A	N/A	—	—	—
45105	Conectica Claim An MCP server that enables multiple AI models (Claude, ChatGPT, Gemini) to shar…	—	○ ⏳	—	N/A	N/A	—	—	—
45106	algoglide Claim MCP server for AI coding editors — deploy and manage prediction-market trading …	—	○ ⏳	—	N/A	N/A	—	—	—
45107	linewhiz Claim AI-powered MCP server for managing LINE Official Accounts. Send broadcasts, pus…	—	○ ⏳	—	—	—	—	81	—
45108	Google Drive MCP Server Claim MCP server for interacting with Google Drive using a service account, restricte…	—	○ ⏳	—	N/A	N/A	—	—	—
45109	VERITAS Claim Multi-model consensus verification for AI agent pipelines. 5 MCP tools: verify_…	—	○ ⏳	—	N/A	N/A	—	95	—
45110	js_smithery-mcp ⚡ Claim	—	○ ⏳	—	N/A	N/A	—	95	—
45111	google-calendar Claim	—	○ ⏳	—	N/A	N/A	—	95	—
45112	Mem0 MCP Server Claim Enables persistent memory storage and retrieval for AI conversations using Mem0…	—	○ ⏳	—	—	—	—	81	—
45113	Aviation Weather Claim Aviation Weather MCP — METAR, TAF, PIREPs, AIRMET/SIGMET, station info	—	○ ⏳	—	—	—	—	—	—
45114	SNOMED CT MCP Server Claim An MCP server that provides SNOMED CT clinical terminology lookup via any FHIR …	—	○ ⏳	—	—	—	—	—	—
45115	beks Claim	—	○ ⏳	—	N/A	N/A	—	95	—
45116	MCP Character Counter Claim Provides detailed character analysis for text, counting total characters, chara…	—	○ ⏳	—	N/A	N/A	—	95	—
45117	Databricks MCP Server Claim Enables AI assistants like Claude to interact with Databricks workspaces throug…	—	○ ⏳	—	—	—	—	81	—
45118	Vaultak Claim Runtime security for AI agents. Score your agent's risk level across 5 dimensio…	—	○ ⏳	—	—	—	—	81	—
45119	Web Search — Structured Results for AI … Claim Web search API for AI agents. Search the web and get structured results: title,…	—	○ ⏳	—	—	—	—	81	—
45120	Robot Framework MCP Server Claim A local MCP server that parses Robot Framework output.xml files, scores and gro…	—	○ ⏳	—	N/A	N/A	—	—	—
45121	ab Claim	—	○ ⏳	—	N/A	N/A	—	95	—
45122	seedance-mcp Claim Seedance AI 视频生成 MCP Server - 让 Claude Code 直接生成 AI 视频	—	○ ⏳	—	N/A	N/A	—	—	—
45123	utilsforagents-mcp Claim A suite of essential utility tools for AI agents, featuring clean HTML-to-Markd…	—	○ ⏳	—	—	—	—	81	—
45124	clawmem-mcp-server Claim An MCP server that leverages a GitHub-compatible API as a durable memory store …	—	○ ⏳	—	N/A	N/A	—	—	—
45125	mcp-lsp-v1 Claim An MCP stdio server that wraps language servers to expose read-oriented code-in…	—	○ ⏳	—	N/A	N/A	—	—	—
45126	GMO Coin FX MCP Server Claim MCP server for GMO Coin FX trading, positions, executions, klines, and account …	—	○ ⏳	—	N/A	N/A	—	—	—
45127	@manasdb/mcp-server Claim Provides a plug-and-play persistent memory layer for MCP-compatible AI assistan…	—	○ ⏳	—	—	—	—	—	—
45128	JigsawStack vOCR Claim OCR + AI = Magic: Extract data from any image in a consistent structure with f…	—	○ ⏳	—	N/A	N/A	—	95	—
45129	Waggle Claim Connects to a comprehensive directory of A2A agents for semantic discovery and …	—	○ ⏳	—	—	—	—	81	—
45130	Notion MCP Server Claim 1 A Model Context Protocol server that enables AI assistants to interact with Not…	—	○ ⏳	—	N/A	N/A	—	95	—
45131	run402-mcp Claim Enables users to provision, manage, and query AI-native Postgres databases dire…	—	○ ⏳	—	N/A	N/A	—	95	—
45132	Frenchie Claim Frenchie is an MCP-first multimodal utility for AI agents. It helps agents wor…	—	○ ⏳	—	—	—	—	81	—
45133	mcp-producthunt Claim Enables AI agents to access Product Hunt data via GraphQL API, including posts,…	—	○ ⏳	—	—	—	—	—	—
45134	Moonshot MCP Server Gateway Claim A lightweight gateway server that provides a unified connection entry point for…	—	○ ⏳	—	—	—	—	81	—
45135	Walmart Connect Advertising APIs Claim MCP server for Walmart Connect Ads APIs (Sponsored Search + Display)	—	○ ⏳	—	N/A	N/A	—	—	—
45136	mcp-l402-gate-example Claim Minimal MCP server demonstrating L402 pay-per-call with Depth-of-Identity reput…	—	○ ⏳	—	—	—	—	—	—
45137	devrecall Claim Local-first dev memory: indexes Git commits, PRs, Jira/Linear tickets, Confluen…	—	○ ⏳	—	N/A	N/A	—	—	—
45138	PromptGuard Claim Scan prompts for injection attacks, redact PII, and audit LLM SDK usage from an…	—	○ ⏳	—	N/A	N/A	—	83	—
45139	Lupa MCP Server Claim Enables AI assistants to run, list, and analyze Lupa test suites, returning str…	—	○ ⏳	—	N/A	N/A	—	—	—
45140	Tableau MCP Server Claim Enables interaction with Tableau Cloud and Tableau Server through the REST API,…	—	○ ⏳	—	—	—	—	81	—
45141	PilotGentic Claim macOS desktop control for Claude: click, type, screenshot, AX tree, browser con…	—	○ ⏳	—	N/A	N/A	—	95	—
45142	webmcpactionreceipt-mcp Claim Paid remote MCP for WebMCP action receipt MCP, structured receipts, audit logs,…	—	○ ⏳	—	—	—	—	—	—
45143	Rug Munch Intelligence — MCP Server Claim # Rug Munch Intelligence — MCP Server [![MCP](https://img.shields.io/badge/MCP…	—	○ ⏳	—	N/A	N/A	—	95	—
45144	joongna-mcp Claim MCP server to search and view details of Joongna (Korean second-hand marketplac…	—	○ ⏳	—	N/A	N/A	—	—	—
45145	mcp-flow Claim A safe, local MCP server that lets Claude drive a controlled software-developme…	—	○ ⏳	—	N/A	N/A	—	—	—
45146	Weather MCP Server Claim Provides real-time weather data via 12 tools (current weather, forecasts, air q…	—	○ ⏳	—	N/A	N/A	—	—	—
45147	passage-protocol Claim 1 Departure and admission records for AI agents with Ed25519/P-256 signatures.	—	○	—	N/A	N/A	—	81	—
45148	Photonics Simulation MCP Claim Knowledge-based MCP server for photonics simulation engineering, providing rule…	—	○ ⏳	—	N/A	N/A	—	—	—
45149	fhir-synthetic-mcp Claim A learning MCP server providing synthetic FHIR patient data with read tools and…	—	○ ⏳	—	N/A	N/A	—	—	—
45150	prueba1 Claim	—	○ ⏳	—	N/A	N/A	—	95	—

Showing 45101–45150 of 45235 servers

« Prev 1 … 901 902 903 904 905 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops