MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 3 hours, 54 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 49401 |
A Model Context Protocol server that analyzes customer cancellation survey data…
|
— | ||||||||
| 49402 |
GitHub MCP Server
Claim
Enables comprehensive interaction with GitHub repositories, including code mana…
|
— | ||||||||
| 49403 |
Boat House
Claim
Deploy and share small apps with team login, persistent data, versioned updates…
|
— | ||||||||
| 49404 |
MAGI Orchestrator
Claim
A task-based AI orchestrator that bridges AI models (Gemini, Claude, OpenAI) wi…
|
— | ||||||||
| 49405 |
mui-mcp-cloudflare
Claim
Provides AI assistants with 6 tools to access Material UI component documentati…
|
— | ||||||||
| 49406 |
stm32-mcp
Claim
Enables Claude Code to build, flash, and communicate with STM32 hardware over S…
|
— | ||||||||
| 49407 |
mcp-micro-tools
Claim
Provides a set of micro-tools (time calculation, regex, encoding, JSON diff, et…
|
— | ||||||||
| 49408 |
oraclemcp
Claim
Engine-free, governed Oracle Database MCP server with a fail-closed SQL guard (…
|
— | ||||||||
| 49409 |
x402watch
Claim
Wash-filtered intelligence layer for x402. 36k+ services indexed, 8-label buyer…
|
— | ||||||||
| 49410 |
changegamer
Claim
Agent-first resource directory for AI agents: protocols, security, RAG, memory,…
|
— | ||||||||
| 49411 |
vision-mcp-server
Claim
An MCP server for analyzing images using ModelScope's vision models. Supports b…
|
— | ||||||||
| 49412 |
mcp-arcgis-vilas
Claim
Enables querying and searching Vilas County, Wisconsin open geospatial datasets…
|
— | ||||||||
| 49413 |
mcp-grafana
Claim
In-cluster MCP server for read-only diagnostics of Grafana, Prometheus, Alertma…
|
— | ||||||||
| 49414 |
PostgreSQL MCP server - query, schema introspection, explain, and health checks…
|
— | ||||||||
| 49415 |
Crawl4AI RAG MCP Server
Claim
An MCP server that integrates Crawl4AI with Supabase to enable AI agents to cra…
|
— | ||||||||
| 49416 |
RoboParts 机器人零部件兼容性
Claim
688 humanoid robot component entities with 4-dimension compatibility checking. …
|
— | ||||||||
| 49417 |
mcp-usgs-volcano
Claim
USGS Volcano MCP server providing access to volcano hazards data from the HANS-…
|
— | ||||||||
| 49418 |
SEO and AI-answer visibility intelligence for search, content gaps, and GEO act…
|
— | ||||||||
| 49419 |
GoHighLevel MCP Server
Claim
Connects Claude Desktop to GoHighLevel CRM with 269+ tools for complete contact…
|
— | ||||||||
| 49420 |
fsext-mcp-server-python
Claim
A full-featured secure MCP server for local file system operations, with built-…
|
— | ||||||||
| 49421 |
AEE MCP Server
Claim
Enables AI-first accessibility testing by investigating pages, explaining findi…
|
— | ||||||||
| 49422 |
CUT Clarity MCP Server
Claim
Read-only MCP server exposing Microsoft Clarity analytics data as tools for Cha…
|
— | ||||||||
| 49423 |
apollo-io-mcp
Claim
MCP server for Apollo.io B2B database enabling people and company search, enric…
|
— | ||||||||
| 49424 |
PrePilot MCP Server
Claim
Enables AI clients to compose and execute marketing campaigns by mapping free-f…
|
— | ||||||||
| 49425 |
Spider MCP Server
Claim
Enables AI agents to crawl, scrape, search, and automate browsers with anti-bot…
|
— | ||||||||
| 49426 |
Context Graph MCP Server
Claim
Enables storing, querying, and managing decision traces with semantic search us…
|
— | ||||||||
| 49427 |
GitHub OAuth MCP Server
Claim
A remote MCP server deployed on Cloudflare Workers with GitHub OAuth authentica…
|
— | ||||||||
| 49428 |
Role-based AI assistant for hospital workflows, patient FAQ, staff tools, and s…
|
— | ||||||||
| 49429 |
MCP Server
Claim
A simple MCP server that exposes a createUser tool to add users to a local JSON…
|
— | ||||||||
| 49430 |
Two focused tools: store-level analysis (theme, apps installed, traffic estimat…
|
— | ||||||||
| 49431 |
Amazon account health, listing, FBA inventory, fee, PPC, review, and appeal int…
|
— | ||||||||
| 49432 | — | |||||||||
| 49433 |
fmp-mcp-research
Claim
A remote MCP server for ChatGPT that exposes read-only Financial Modeling Prep …
|
— | ||||||||
| 49434 |
web3-docs
Claim
Unifies 11 protocol specification repositories (EIPs, BIPs, CIPs, etc.) and can…
|
— | ||||||||
| 49435 |
Local mandate gate and proof trail for AI agents that take consequential action…
|
— | ||||||||
| 49436 |
MCP Skill Registry
Claim
A self-hostable MCP server that turns a folder of skills into callable tools vi…
|
— | ||||||||
| 49437 |
webhook.co
Claim
Receive, inspect, replay and deliver webhooks — with signature verification and…
|
— | ||||||||
| 49438 |
pruna
Claim
Ultra-fast image generation, editing, upscaling, and video generation via Pruna…
|
— | ||||||||
| 49439 |
lean-mcp
Claim
Enables verification of Lean 4 mathematical proofs via MCP tools, allowing AI c…
|
— | ||||||||
| 49440 |
An MCP server implementing a 7-stage agentic frontend workflow—from design audi…
|
— | ||||||||
| 49441 |
mcpcraft
Claim
A lightweight SDK for building Model Context Protocol (MCP) servers with zero-c…
|
— | ||||||||
| 49442 |
sessemi-mcp
Claim
Enables AI agents to scrape websites protected by Cloudflare, DataDome, and Aka…
|
— | ||||||||
| 49443 |
TokenLens MCP
Claim
Analyze AI conversations to estimate token costs, detect waste, and generate op…
|
— | ||||||||
| 49444 |
Enables building MCP servers using TypeSpec, with tools to scaffold, compile, a…
|
— | ||||||||
| 49445 |
mail-cal-drive-mcp
Claim
A self-hosted MCP server for managing email, calendar, and cloud storage across…
|
— | ||||||||
| 49446 |
lockfile-guardian
Claim
Audits your package-lock.json for supply-chain attacks before install. Cross-ch…
|
— | ||||||||
| 49447 |
xcode-cloud-mcp
Claim
MCP server for managing Xcode Cloud workflows, builds, and test artifacts via t…
|
— | ||||||||
| 49448 |
fda-approvals-mcp
Claim
Enables querying FDA drug approvals, device clearances (510(k)), recalls, and a…
|
— | ||||||||
| 49449 |
StillOS
Claim
MCP server providing calibrated prediction signals for Kalshi CPI/GDP markets a…
|
— | ||||||||
| 49450 |
Artillery MCP Server
Claim
Enables running and inspecting Artillery load tests from MCP-compatible clients…
|
— | ||||||||