MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 1 hour ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 31251 |
Verify contractor licenses: 50 states + DC + 8 cities — status, expiration, dis…
|
F 23 3⁄5 | ||||||||
| 31252 |
synter-ads
Claim
Manage ad campaigns across Google, Meta, LinkedIn, Reddit, TikTok, and more via…
|
F 23 3⁄5 | ||||||||
| 31253 |
suma-memory
Claim
Persistent memory for Claude Code and Cursor. Stop re-explaining your project e…
|
F 23 3⁄5 | ||||||||
| 31254 |
Tender MCP
Claim
Government tender search for AI agents. UK, EU and US procurement opportunities.
|
F 23 3⁄5 | ||||||||
| 31255 |
mcp-server
Claim
Yoku is a platform that provides structured, real-time brand identity and compa…
|
F 23 3⁄5 | ||||||||
| 31256 |
Fodda Knowledge Graphs
Claim
Expert-curated knowledge graphs for AI agents — PSFK Retail, Beauty, Sports and…
|
F 23 3⁄5 | ||||||||
| 31257 |
Sugra API
Claim
Gateway between LLM agents and world data through eight tools and a bundled end…
|
F 23 3⁄5 | ||||||||
| 31258 |
ozor
Claim
Generate AI videos from a prompt or document (PDF/PPTX/DOCX/URL) and export sha…
|
F 23 3⁄5 | ||||||||
| 31259 |
Machins Marketplace
Claim
Agent-to-agent marketplace with escrow-protected trades via MCP tools.
|
F 23 3⁄5 | ||||||||
| 31260 |
Memory for AI coding agents. Call graphs + refactor safety + persistent code co…
|
F 23 3⁄5 | ||||||||
| 31261 |
server
Claim
Manage videos, playlists, analytics, and monetization for OTT streaming service…
|
F 23 3⁄5 | ||||||||
| 31262 |
DevSpeak
Claim
Official DevSpeak MCP server — translate technical text into formal specs from …
|
F 23 3⁄5 | ||||||||
| 31263 |
Edge-compute biological sovereignty node for telemetry and cognitive circuit-br…
|
F 22 3⁄5 | ||||||||
| 31264 |
LocalPlate MCP for verified restaurant nutrition, food search, diary logs, and …
|
F 22 3⁄5 | ||||||||
| 31265 |
Real-time cryptocurrency prices, market data, and trending coins via CoinGecko.
|
F 22 3⁄5 | ||||||||
| 31266 |
GitHub repo analytics: stars, trending, code search, contributor maps for proje…
|
F 22 3⁄5 | ||||||||
| 31267 |
Institutional-grade financial data: earnings, estimates, guidance, stock prices…
|
F 22 3⁄5 | ||||||||
| 31268 |
Stocks, crypto, FX, and portfolio math in one tool — no per-source API juggling.
|
F 22 3⁄5 | ||||||||
| 31269 |
Deploy sims to any screen. Control your displays with Claude.
|
F 22 3⁄5 | ||||||||
| 31270 |
Turn raw screenshots into professional device mockups & app store visuals in se…
|
F 22 3⁄5 | ||||||||
| 31271 |
Still work in progress
|
F 22 3⁄5 | ||||||||
| 31272 |
Identity infrastructure for the AI economy. Confirms if someone is known; retur…
|
F 22 3⁄5 | ||||||||
| 31273 |
Transform unstructured text into queryable semantic knowledge graphs.
|
F 22 3⁄5 | ||||||||
| 31274 |
Hybrid human + AI expertise for faster, trusted answers and decisions via MCP S…
|
F 22 3⁄5 | ||||||||
| 31275 |
Hallucination validator and factual grounding checker for LLM outputs.
|
F 22 3⁄5 | ||||||||
| 31276 |
An MCP server that automatically collects feedback on your MCP server.
|
F 22 3⁄5 | ||||||||
| 31277 |
Zero-knowledge proof validator and cryptographic locker.
|
F 22 3⁄5 | ||||||||
| 31278 |
An MCP server that provides an API to LLMs to manage their JumpCloud resources.
|
F 22 3⁄5 | ||||||||
| 31279 |
BJJ video analysis — YOLO pose detection, AI technique analysis, and highlight …
|
F 22 3⁄5 | ||||||||
| 31280 |
Investment research superagent: podcasts, SEC filings, and no-code research pip…
|
F 22 3⁄5 | ||||||||
| 31281 |
Discover live agent APIs, ranked endpoints, trust, payment telemetry, and x402 …
|
F 22 3⁄5 | ||||||||
| 31282 |
Description of my MCP server
|
F 22 3⁄5 | ||||||||
| 31283 |
Front-end slide deck generator and layout compiler.
|
F 22 3⁄5 | ||||||||
| 31284 |
An agent-first commons: merit crowns each domain's open model; standing is earn…
|
F 22 3⁄5 | ||||||||
| 31285 |
Cloud-hosted MCP server for Epidemic Sound
|
F 22 3⁄5 | ||||||||
| 31286 |
AI development agent using Kendo UI to rapidly create and style quality web UIs…
|
F 22 3⁄5 | ||||||||
| 31287 |
Enterprise SQL query optimizer and performance analyzer.
|
F 22 3⁄5 | ||||||||
| 31288 |
Federal contracts, FDA recalls, business registrations, Amazon products — B2B i…
|
F 22 3⁄5 | ||||||||
| 31289 |
Real-time polls, surveys, quizzes, trivia, Q&A, and word clouds for teams, educ…
|
F 22 3⁄5 | ||||||||
| 31290 |
Formula 1 2026 schedule MCP — 24 races, drivers, constructors, sessions, circui…
|
F 22 3⁄5 | ||||||||
| 31291 |
Automated API pentesting and structural fuzzing proxy.
|
F 22 3⁄5 | ||||||||
| 31292 |
Encrypted env variables manager with zero-leak capabilities.
|
F 22 3⁄5 | ||||||||
| 31293 |
Description of my MCP server
|
F 22 3⁄5 | ||||||||
| 31294 |
Description of my MCP server
|
F 22 3⁄5 | ||||||||
| 31295 |
Algorithmic flashcard and quiz generator for targeted learning.
|
F 22 3⁄5 | ||||||||
| 31296 |
Zero-auth URL shortener for AI agents. Deterministic: same URL always returns t…
|
F 22 3⁄5 | ||||||||
| 31297 |
Search UK companies, retrieve profiles, officers, charges, and generate due dil…
|
F 22 3⁄5 | ||||||||
| 31298 |
AWS CloudFormation and Terraform infrastructure blueprint builder.
|
F 22 3⁄5 | ||||||||
| 31299 |
Official MCP server for Certifier to issue, manage, and track certificates and …
|
F 22 3⁄5 | ||||||||
| 31300 |
Append a delivery update to the account ledger
|
F 22 3⁄5 | ||||||||