MCP Scoreboard

30006

Discovered

→

24039

Scored

→

1224

Verified

→

16961

Complete

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

Last updated 2 weeks, 5 days ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
24401	Replicate Imagen 4 MCP Server Claim Enables high-quality image generation using Google's Imagen 4 Ultra model throu…	—	○	—	—	—	—	81	—
24402	FastAPI MCP Template Claim Production-ready API server template integrating FastAPI with Model Context Pro…	—	○ ⏳	—	N/A	N/A	—	—	—
24403	neo-x402-mcp Claim 8-tool AI web intelligence suite: search, scrape, screenshot, SEO, docs, crypto…	—	○ ⏳	—	—	—	—	—	—
24404	Copado MCP Server Claim Provide a flexible MCP server implementation that enables integration of LLMs w…	—	○	—	N/A	N/A	—	95	—
24405	job-search Claim Search Korean job postings from JobKorea and Saramin by company name	—	○	—	N/A	N/A	—	95	—
24406	Gmail MCP Server Claim 1 A Model Context Protocol server that enables Claude to interact with Gmail thro…	—	○ ⏳	—	N/A	N/A	—	95	—
24407	Power BI REST API Integration Server Claim Enable AI assistants to manage and interact with Microsoft Power BI resources s…	—	○	—	N/A	N/A	—	95	—
24408	OpenAPI Client Generator MCP Claim A TypeScript-based MCP server that generates API clients from OpenAPI specifica…	—	○	—	N/A	N/A	—	95	—
24409	mcp-server Claim	—	○	—	N/A	N/A	—	95	—
24410	human-survey Claim Feedback collection for AI agents. Create surveys, collect responses, get resul…	—	○ ⏳	—	N/A	N/A	—	—	—
24411	tarot Claim Tarot MCP — wraps tarotapi.dev (free, no auth)	—	○ ⏳	—	—	—	—	—	—
24412	Search MCP Server Claim A lightweight and fast MCP server that enables AI agents to efficiently discove…	—	○	—	—	—	—	81	—
24413	octobrain Claim 1 Persistent memory for AI assistants with semantic search and knowledge graph re…	—	○	—	N/A	N/A	—	81	—
24414	Cisco Catalog MCP Server Claim Enables LLMs to query the Cisco Commerce Catalog API for product pricing, avail…	—	○	—	—	—	—	81	—
24415	mcp-engine-public Claim The MCP Engine is a Power BI tool that lets AI assistants like Claude interact …	—	○ ⏳	—	N/A	N/A	—	—	—
24416	npm Claim npm MCP — wraps the npm Registry API (free, no auth)	—	○ ⏳	—	—	—	—	—	—
24417	Commune Claim Email and SMS MCP server for AI agents — 41 tools for inboxes, sending, search,…	—	○	—	N/A	N/A	—	83	—
24418	lazy-tool Claim local-first MCP discovery runtime for agents — search before invoke, reduce pro…	—	○ ⏳	—	N/A	N/A	—	—	—
24419	business-central-mcp Claim MCP server for Microsoft Dynamics 365 Business Central via reverse-engineered W…	—	○ ⏳	—	N/A	N/A	—	—	—
24420	Verdict — Compliance for AI-Generated C… Claim Compliance verdicts for AI-generated code. SOC 2, HIPAA, HITRUST for healthcare…	—	○ ⏳	—	N/A	N/A	—	—	—
24421	swisstransport Claim Swiss Transport MCP — wraps Transport Open Data API (free, no auth)	—	○ ⏳	—	—	—	—	—	—
24422	tradestaq-mcp Claim AI-powered crypto trading tools. Strategies, backtests, bots, and portfolio man…	—	○ ⏳	—	—	—	—	—	—
24423	ai-pdf-assistant Claim	—	○	—	N/A	N/A	—	95	—
24424	mcp-server-runescape Claim 1 An MCP server with tools for interacting with RuneScape (RS) and Old School Run…	—	○	—	N/A	N/A	—	95	—
24425	test Claim	—	○	—	N/A	N/A	—	95	—
24426	swapi Claim SWAPI MCP — wraps the Star Wars API (swapi.dev, free, no auth)	—	○ ⏳	—	—	—	—	—	—
24427	interordra-mcp Claim Detects semantic gaps between texts. Use when a conversation is failing, a ques…	—	○ ⏳	—	—	—	—	—	—
24428	MCP Database Filesystem Claim Enables SQL Server database operations (queries, table management) and file sys…	—	○	—	—	—	—	81	—
24429	agent-media Claim CLI and MCP server for AI video and image generation with unified access to 7 m…	—	○	—	—	—	—	81	—
24430	Book Metadata Claim 1 Search Google Books and Open Library for book metadata, covers, and publication…	—	○	—	N/A	N/A	—	81	—
24431	PayHumans — Hire Human Experts Claim The human API for AI agents. When your agent hits a task it can't do — verify a…	—	○	—	—	—	—	81	—
24432	open-zk-kb Claim Zettelkasten knowledge base for AI assistants with full-text and semantic searc…	—	○ ⏳	—	N/A	N/A	—	—	—
24433	cratedocs-mcp Claim Outputs short-form Rust crate derived traits,interfaces, etc. from AST (uses sa…	—	○	—	N/A	N/A	—	95	—
24434	GPT MCP Server Claim Enables ChatGPT Desktop to securely access and search local filesystem files th…	—	○ ⏳	—	N/A	N/A	—	95	—
24435	nandi-proxmox-mcp Claim Open-source MCP server for secure Proxmox node, VM, and LXC operations.	—	○	—	N/A	N/A	—	95	—
24436	superhero Claim Superhero MCP — wraps akabab.github.io/superhero-api (free, no auth)	—	○ ⏳	—	—	—	—	—	—
24437	sunrisesunset Claim Sunrise-Sunset MCP — wraps the sunrisesunset.io API (free, no auth)	—	○ ⏳	—	—	—	—	—	—
24438	perf Claim Benchmark, memory, Big O analysis for AI agents	—	○ ⏳	—	N/A	N/A	—	—	—
24439	vsfclubshashi Claim	—	○ ⏳	—	N/A	N/A	—	95	—
24440	Sundr Repair Advisor Claim Repair or replace? Get device repair costs, local shops, trade-in values.	—	○	—	N/A	N/A	—	95	—
24441	spacenews Claim Spacenews MCP — wraps the Spaceflight News API v4 (free, no auth)	—	○ ⏳	—	—	—	—	—	—
24442	OpenBB Widgets JSON MCP Claim 1 An MCP server that exposes the OpenBB widgets.json specification as structured,…	—	○	—	N/A	N/A	—	95	—
24443	django-telescope Claim A Model Context Protocol (MCP) server for Django applications, inspired by Lara…	—	○	—	N/A	N/A	—	95	—
24444	yolox Claim	—	○	—	N/A	N/A	—	95	—
24445	Pwno MCP Claim Enables stateful binary analysis and pwn research through GDB/pwndbg debugging …	—	○	—	—	—	—	81	—
24446	DocGen MCP Server Claim Automates the creation of standardized documentation by extracting information …	—	○	—	—	—	—	81	—
24447	MCP Search Server Claim A unified Model Context Protocol server that integrates multiple search provide…	—	○	—	N/A	N/A	—	95	—
24448	rickmorty Claim Rick and Morty MCP — wraps The Rick and Morty API (free, no auth)	—	○ ⏳	—	—	—	—	—	—
24449	Bridge MCP Server Claim Bridge is a hosted MCP server that connects AI models to business tools like Cl…	—	○	—	—	—	—	81	—
24450	adad11 Claim	—	○ ⏳	—	N/A	N/A	—	95	—

Showing 24401–24450 of 30006 servers

« Prev 1 … 487 488 489 490 491 … 601 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution