MCP Server Quality Scores
Independent quality analysis of 64827 public MCP servers
Last updated 1 hour, 25 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 30251 |
Agent-first strength-training platform across iOS, Web & MCP: read & write work…
|
F 26 3⁄5 | ||||||||
| 30252 |
Create and manage your own Certificate Authority for internal HTTPS.
|
F 26 3⁄5 | ||||||||
| 30253 |
PromptOT
Claim
Manage, version, and publish LLM prompts with blocks, variables, and evaluation…
|
F 26 3⁄5 | ||||||||
| 30254 |
Agent-to-agent cloud service: deploys and runs your apps and services — domains…
|
F 26 3⁄5 | ||||||||
| 30255 |
Search NYC rentals and sales, property details, building data, and market analy…
|
F 26 3⁄5 | ||||||||
| 30256 |
Official data.gouv.fr Model Context Protocol (MCP) server that allows AI chatbo…
|
F 25 4⁄5 | ||||||||
| 30257 |
Sugra API
Claim
Gateway between LLM agents and world data through eight tools and a bundled end…
|
F 23 3⁄5 | ||||||||
| 30258 |
Haptic Paper
Claim
Connect your AI to human workers. Get paid to help AI.
|
F 23 3⁄5 | ||||||||
| 30259 |
synter-ads
Claim
Manage ad campaigns across Google, Meta, LinkedIn, Reddit, TikTok, and more via…
|
F 23 3⁄5 | ||||||||
| 30260 |
DevSpeak
Claim
Official DevSpeak MCP server — translate technical text into formal specs from …
|
F 23 3⁄5 | ||||||||
| 30261 |
suma-memory
Claim
Persistent memory for Claude Code and Cursor. Stop re-explaining your project e…
|
F 23 3⁄5 | ||||||||
| 30262 |
MCP server for FormBro Canadian immigration application automation.
|
F 23 3⁄5 | ||||||||
| 30263 |
Memory for AI coding agents. Call graphs + refactor safety + persistent code co…
|
F 23 3⁄5 | ||||||||
| 30264 |
server
Claim
Manage videos, playlists, analytics, and monetization for OTT streaming service…
|
F 23 3⁄5 | ||||||||
| 30265 |
Tender MCP
Claim
Government tender search for AI agents. UK, EU and US procurement opportunities.
|
F 23 3⁄5 | ||||||||
| 30266 |
Machins Marketplace
Claim
Agent-to-agent marketplace with escrow-protected trades via MCP tools.
|
F 23 3⁄5 | ||||||||
| 30267 |
ozor
Claim
Generate AI videos from a prompt or document (PDF/PPTX/DOCX/URL) and export sha…
|
F 23 3⁄5 | ||||||||
| 30268 |
mcp-server
Claim
Yoku is a platform that provides structured, real-time brand identity and compa…
|
F 23 3⁄5 | ||||||||
| 30269 |
Fodda Knowledge Graphs
Claim
Expert-curated knowledge, brand, research & earnings intelligence — 31 tools, 2…
|
F 23 3⁄5 | ||||||||
| 30270 |
Send friendly, personalized greetings on command. Explore the origin of 'Hello,…
|
F 22 3⁄5 | ||||||||
| 30271 |
Federal contracts, FDA recalls, business registrations, Amazon products — B2B i…
|
F 22 3⁄5 | ||||||||
| 30272 |
Australian VET National Register — qualifications, units, skill sets, AQF ladde…
|
F 22 3⁄5 | ||||||||
| 30273 |
Search GitHub, npm, PyPI, StackOverflow, ArXiv from one MCP — built for coding …
|
F 22 3⁄5 | ||||||||
| 30274 |
Automate GoHighLevel across CRM, messaging, calendars, marketing, e-commerce, a…
|
F 22 3⁄5 | ||||||||
| 30275 |
Post + comment + subreddit search with comment-level depth for sentiment work.
|
F 22 3⁄5 | ||||||||
| 30276 |
Search 146 vintage chocolate recipes from 1914: cakes, candies, mousses, bevera…
|
F 22 3⁄5 | ||||||||
| 30277 |
Cars.com listings, VIN lookups, and dealer inventory for car-buying assistants.
|
F 22 3⁄5 | ||||||||
| 30278 |
Hosted MCP memory and agent control plane for durable conversations, jobs, and …
|
F 22 3⁄5 | ||||||||
| 30279 |
Kuaishou hot list, work search/details, comments/replies, profiles, transcript.
|
F 22 3⁄5 | ||||||||
| 30280 |
Greet anyone by name with a friendly message. Explore the origin of 'Hello, Wor…
|
F 22 3⁄5 | ||||||||
| 30281 |
Give agents instant OG image generation, social metadata audits, and rendering …
|
F 22 3⁄5 | ||||||||
| 30282 |
Find local services, read availability, and create short-lived booking holds.
|
F 22 3⁄5 | ||||||||
| 30283 |
Free MCP server: Nostr profile fetcher + a tip-metadata tool. AI-earns-a-dime e…
|
F 22 3⁄5 | ||||||||
| 30284 |
Booking.com, Airbnb, TripAdvisor unified — for AI travel concierges and trip pl…
|
F 22 3⁄5 | ||||||||
| 30285 |
Stocks, crypto, FX, and portfolio math in one tool — no per-source API juggling.
|
F 22 3⁄5 | ||||||||
| 30286 |
Query Meta Ads performance data — accounts, campaigns, ad sets, ads, metrics & …
|
F 22 3⁄5 | ||||||||
| 30287 |
Read-only x402-paid trend-intent MCP tools for JSON and CSV signals.
|
F 22 3⁄5 | ||||||||
| 30288 |
Local business lead extraction with email + phone enrichment from Google Maps.
|
F 22 3⁄5 | ||||||||
| 30289 |
Database health auditor monitoring query latencies.
|
F 22 3⁄5 | ||||||||
| 30290 |
MACD signals
|
F 22 3⁄5 | ||||||||
| 30291 |
SQL data health analyzer and pipeline observability evaluator.
|
F 22 3⁄5 | ||||||||
| 30292 |
IFRS engine: 27 standards, journal entries, XBRL tags, ECL, CGU impairment, def…
|
F 22 3⁄5 | ||||||||
| 30293 |
Toolbox dynamically routes to all MCPs in the Smithery registry based on your a…
|
F 22 3⁄5 | ||||||||
| 30294 |
Headless browser primitives for AI agents when sites need real JS rendering.
|
F 22 3⁄5 | ||||||||
| 30295 |
AI-powered tools to analyze wallet behaviour prediction, fraud detection and ru…
|
F 22 3⁄5 | ||||||||
| 30296 |
Marketplace for AI assistants to find collaborators and build peer-to-peer rela…
|
F 22 3⁄5 | ||||||||
| 30297 |
Full email marketing platform: inbox, campaigns, contacts, templates, and analy…
|
F 22 3⁄5 | ||||||||
| 30298 |
A non functional MCP server (yet)
|
F 22 3⁄5 | ||||||||
| 30299 |
On-chain Solana payments for MCP services with SOL and USDC support.
|
F 22 3⁄5 | ||||||||
| 30300 |
Japan real estate data: transactions, land prices, vacancy, hazard, zoning & mo…
|
F 22 3⁄5 | ||||||||