MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 3 hours, 25 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 54301 |
mk-today-news
Claim
|
— | ||||||||
| 54302 |
applianceiq
Claim
Home appliance MCP: CPSC recall lookup, lifespan, maintenance, repair-or-replac…
|
— | ||||||||
| 54303 |
obol-mcp
Claim
Lets AI agents discover, pay for, and call any HTTP API per request using USDC,…
|
— | ||||||||
| 54304 |
WebAnatomy
Claim
Help your AI improve landing pages, grounded in 3,500+ scored sections and 500 …
|
— | ||||||||
| 54305 |
MadTaco
Claim
Verification and trust checks for AI agents: validate, screen, propose, account…
|
— | ||||||||
| 54306 |
powerbi-mcp-proxy
Claim
A self-hosted MCP server that proxies MCP clients to Power BI, using your own E…
|
— | ||||||||
| 54307 |
DDEV MCP
Claim
Enables AI assistants to automate DDEV development environments, including proj…
|
— | ||||||||
| 54308 |
Mattermost MCP Server
Claim
MCP server for Mattermost with 19 tools to manage channels, messages, search, d…
|
— | ||||||||
| 54309 |
mcp
Claim
Discover, inspect and call ranked external data & tool APIs with unified billin…
|
— | ||||||||
| 54310 |
parecode
Claim
Token-aware ripgrep code search and atomic multi-file edits for coding agents.
|
— | ||||||||
| 54311 |
Bawbel Scanner
Claim
Scan MCP servers and skill files for AVE vulnerabilities. Conformance scoring a…
|
— | ||||||||
| 54312 |
Project Brain MCP
Claim
An MCP server that reads any codebase (GitHub repo or local folder) and explain…
|
— | ||||||||
| 54313 |
rail-score
Claim
Responsible-AI guardrails for agents: scoring with policy, injection & PII dete…
|
— | ||||||||
| 54314 |
Mochi
Claim
Browser automation MCP server with persistent memory for AI assistants, enablin…
|
— | ||||||||
| 54315 |
DevDrops
Claim
DevDrops is a universal MCP server exposing multiple production data tools acro…
|
— | ||||||||
| 54316 |
statfin-mcp
Claim
Statistics Finland (StatFin/PxWeb): search tables, read metadata, fetch JSON-st…
|
— | ||||||||
| 54317 |
@businessmaps/mcp
Claim
An MCP bridge server that allows AI tools to call functions and execute code di…
|
— | ||||||||
| 54318 |
Sub-cent factual claim verification against live data sources.
|
— | ||||||||
| 54319 |
agentic-mcp-server
Claim
Enables a fully local multi-agent AI system with 45 specialized agents and 50 p…
|
— | ||||||||
| 54320 |
A read-only MCP server that exposes controlled SSH tools to inventory, document…
|
— | ||||||||
| 54321 |
openapi-mcp-gateway
Claim
Mount many OpenAPI specs (or your existing FastAPI app) as MCP servers in one p…
|
— | ||||||||
| 54322 |
rugcheck-ai
Claim
Solana token safety for AI agents — rug-pull, honeypot & Token-2022 trap detect…
|
— | ||||||||
| 54323 |
Convert PDF bank statements to checked Excel, CSV or JSON with balance validati…
|
— | ||||||||
| 54324 |
claude-teams
Claim
MCP server that enables multi-agent collaboration with task lists, inter-agent …
|
— | ||||||||
| 54325 |
Google Maps Scraper
Claim
Live Google Maps business search, review, and photo data for AI agents over MCP.
|
— | ||||||||
| 54326 |
LinkDeal
Claim
Find B2B leads from LinkedIn engagement, enrich contacts and deliver to Slack.
|
— | ||||||||
| 54327 |
mcp-font-split
Claim
Provides font subsetting and web-font generation tools (split_font, split_font_…
|
— | ||||||||
| 54328 |
AMEVA MCP Toolkit
Claim
A Model Context Protocol server integrating developer tools including Git contr…
|
— | ||||||||
| 54329 |
Kuwait payments for AI agents — KNET via Tap Payments. Never holds funds.
|
— | ||||||||
| 54330 |
RedditGrow
Claim
Reddit growth toolkit — opportunities, replies, cold DMs, brand mentions, SEO, …
|
— | ||||||||
| 54331 |
garmin-mcp
Claim
Enables AI assistants to read Garmin activities and create/schedule structured …
|
— | ||||||||
| 54332 |
mcp-espn
Claim
ESPN MCP — keyless multi-sport live scores, teams, and news via ESPN's public s…
|
— | ||||||||
| 54333 |
Enables searching and retrieving images from Wikipedia Commons with detailed me…
|
— | ||||||||
| 54334 |
MustertheForce MCP
Claim
Salesforce-grounded retrieval, diagnoses, and a vetted-Force marketplace for MC…
|
— | ||||||||
| 54335 |
geo-mcp
Claim
UK-specialist MCP server that lets an LLM agent answer location-grounded questi…
|
— | ||||||||
| 54336 |
signal-mcp
Claim
Enables querying Signal Desktop chats and messages by reading the encrypted SQL…
|
— | ||||||||
| 54337 |
Servonaut
Claim
Manage AWS, Hetzner, OVH and SSH servers: status, logs, CloudWatch, IP bans, sa…
|
— | ||||||||
| 54338 |
clingen-link
Claim
Enables querying ClinGen curated evidence for gene-disease validity, dosage, ac…
|
— | ||||||||
| 54339 |
Provably Fair
Claim
Pick giveaway and raffle winners nobody can rig — verifiable by anyone, no API …
|
— | ||||||||
| 54340 |
AI Price Index
Claim
Read-only, zero-key MCP server for point-in-time AI model API prices. Open data…
|
— | ||||||||
| 54341 |
PR Reviewer MCP Server
Claim
Connects Claude to GitHub, enabling listing repositories, browsing open pull re…
|
— | ||||||||
| 54342 |
Enables to perform mathematical calculations, retrieve weather information, and…
|
— | ||||||||
| 54343 |
Search, compare, and analyze U.S. college data — costs, earnings, programs, and…
|
— | ||||||||
| 54344 |
mcp-atlassian
Claim
MCP server for Atlassian Confluence and Jira, supporting both Cloud and Server/…
|
— | ||||||||
| 54345 |
Flik
Claim
Flik - Agentic Product Delivery Platform. Visit flik.nomadis.com for more infor…
|
— | ||||||||
| 54346 |
DigestSEO mcp-geo: track brand citations across five AI search engines.
|
— | ||||||||
| 54347 |
Minecraft Server MCP
Claim
Enables AI assistants to interact with and manage Minecraft servers through a s…
|
— | ||||||||
| 54348 |
nestjs-mcp-controller
Claim
Build MCP servers inside NestJS applications using ordinary controllers with de…
|
— | ||||||||
| 54349 |
1trippulse
Claim
1trip PULSE: 21-tool AI travel planner. Flights, hotels, visa, safety, weather,…
|
— | ||||||||
| 54350 |
falcon-mcp-server
Claim
A Python MCP server using the Falcon web framework, providing Streamable HTTP t…
|
— | ||||||||