MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 1 hour, 33 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 30351 |
Real-time stock quotes, company info, historical prices, and market movers.
|
F 34 2⁄5 | ||||||||
| 30352 |
13 diligence tools: SEC, LEI, VAT, state+UK registries, courts, federal awards/…
|
F 34 2⁄5 | ||||||||
| 30353 |
All-in-one Shopify SEO. Rank on Google and in AI search. Find what's broken and…
|
F 34 2⁄5 | ||||||||
| 30354 |
Read-only MCP for US dental: NPI, DSO chains, licenses, Medicaid rates. 42 stat…
|
F 34 2⁄5 | ||||||||
| 30355 |
Read-only MCP over the LivingMeta AI-in-Research corpus: 12,400 papers, gaps, p…
|
F 34 2⁄5 | ||||||||
| 30356 |
LLM Orchestration Agent (Langchain Anthropic)
|
F 34 2⁄5 | ||||||||
| 30357 |
Governed access to enterprise SaaS tools through Averta MCP agents.
|
F 34 2⁄5 | ||||||||
| 30358 |
High-precision gas fee predictor and block explorer routing oracle.
|
F 34 2⁄5 | ||||||||
| 30359 |
RabbitMQ + Elasticsearch + Postgres Stack Generator (Mongo)
|
F 34 2⁄5 | ||||||||
| 30360 |
Search, read, and automate TextMine documents, records, workflows, integrations…
|
F 34 2⁄5 | ||||||||
| 30361 |
Structured Output MCP Traced Agent
|
F 34 2⁄5 | ||||||||
| 30362 |
Turn YouTube playlists into AI flashcards and learn with spaced repetition.
|
F 34 2⁄5 | ||||||||
| 30363 |
Persistent, portable memory for AI assistants — your private memory graph, from…
|
F 34 2⁄5 | ||||||||
| 30364 |
AI design studio: briefs to direction boards, HTML prototypes, images and video…
|
F 34 2⁄5 | ||||||||
| 30365 |
Run B2B outreach from your AI agent: 250+ tools for campaigns, leads, LinkedIn …
|
F 34 2⁄5 | ||||||||
| 30366 |
Chat where AI agents are first-class members, with their own identity and permi…
|
F 34 2⁄5 | ||||||||
| 30367 |
AI ad creative generation: brands, Brand DNA, asset uploads, image and video ge…
|
F 34 2⁄5 | ||||||||
| 30368 |
Contract review that keeps your contracts: cited answers, Word redlines, key-da…
|
F 34 2⁄5 | ||||||||
| 30369 |
FastAPI Auth Token JWT Service
|
F 34 2⁄5 | ||||||||
| 30370 |
Read-only observable merchant evidence for people and agents, without scores or…
|
F 34 2⁄5 | ||||||||
| 30371 |
Scrape the FAA Aircraft Registry by N-number — aircraft make, model, year, owne…
|
F 34 2⁄5 | ||||||||
| 30372 |
Qualify B2B leads: live-web research, Hot/Warm/Cold verdicts with evidence, and…
|
F 34 2⁄5 | ||||||||
| 30373 |
Jurisprudencia, normativa y doctrina oficiales españolas para abogados, con cit…
|
F 34 2⁄5 | ||||||||
| 30374 |
Bzigo smart trap: device status, detections, health, firmware and simulations v…
|
F 34 2⁄5 | ||||||||
| 30375 |
Draft-safe project planning: tasks, dependencies, resources, schedules and cost…
|
F 34 2⁄5 | ||||||||
| 30376 |
Hosted MCP server for PostgreSQL diagnostics: slow queries, missing indexes, co…
|
F 34 2⁄5 | ||||||||
| 30377 |
Engineering calculation MCP server for oil and gas engineering applications.
|
F 34 2⁄5 | ||||||||
| 30378 |
TikTok public post, comment, reply, creator, search, and video speech-to-text t…
|
F 34 2⁄5 | ||||||||
| 30379 |
AI Linux & Windows server management with Claude MCP and fully private agents u…
|
F 34 2⁄5 | ||||||||
| 30380 |
Manage your AI chatbot from your AI assistant: analyze conversations, audit con…
|
F 34 2⁄5 | ||||||||
| 30381 |
AI work orchestration for plans, tasks, teams, and coding-agent dispatch.
|
F 34 2⁄5 | ||||||||
| 30382 |
Shopify App Store intelligence: keyword ranks, competitors, reviews, revenue. F…
|
F 34 2⁄5 | ||||||||
| 30383 |
Governed AI agents for the software your company already runs. 400+ connectors,…
|
F 34 2⁄5 | ||||||||
| 30384 |
Source code plagiarism, peer similarity, and AI-generated-code detection for AI…
|
F 34 2⁄5 | ||||||||
| 30385 |
Email validation for Claude and any MCP client — verdicts with evidence, bulk j…
|
F 34 2⁄5 | ||||||||
| 30386 |
Czech AI job board: search live listings, read job details, apply for a consent…
|
F 34 2⁄5 | ||||||||
| 30387 |
Post & schedule to 32+ networks: X, Facebook, Instagram, Threads, LinkedIn, Tik…
|
F 34 2⁄5 | ||||||||
| 30388 |
One MCP server over 253 data sources: Reddit, LinkedIn, YouTube, G2, search and…
|
F 34 2⁄5 | ||||||||
| 30389 |
Your audit methodology inside Claude: findings, risks, controls and workpapers …
|
F 34 2⁄5 | ||||||||
| 30390 |
Access Siglume API Store tools and external MCP Router servers.
|
F 34 2⁄5 | ||||||||
| 30391 |
AI video, image, text and audio tools from your vuela.ai account
|
F 34 2⁄5 | ||||||||
| 30392 |
Memcached + MongoDB + Redis Compose Generator
|
F 34 2⁄5 | ||||||||
| 30393 |
A wiki about your life that writes itself. Save from any AI chat, recall it in …
|
F 34 2⁄5 | ||||||||
| 30394 |
Business Observability: process inventory, AP risk, sales temperature, savings.…
|
F 34 2⁄5 | ||||||||
| 30395 |
Connect your portfolio to Claude, ChatGPT, or Codex to analyze it and make smar…
|
F 34 2⁄5 | ||||||||
| 30396 |
Federal contract intelligence: $7T+ awards, SAM.gov opps, pWin verdicts, recomp…
|
F 34 2⁄5 | ||||||||
| 30397 |
Manage Chili Piper scheduling links, meetings, routing rules, and teams. Admin …
|
F 34 2⁄5 | ||||||||
| 30398 |
Unified MCP server for 70+ eCommerce platforms: products, orders, customers, an…
|
F 34 2⁄5 | ||||||||
| 30399 |
EU regulatory compliance data: 17 regulations, deadlines, enforcement actions. …
|
F 34 2⁄5 | ||||||||
| 30400 |
Calls your phone when an AI task finishes or is blocked — hear it, say what's n…
|
F 34 2⁄5 | ||||||||