MCP Server Quality Scores
Independent quality analysis of 69448 public MCP servers
Last updated 4 hours, 54 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 33651 |
Connects AI agents to live, verified financial data from 18,000+ institutions —…
|
F 22 3⁄5 | ||||||||
| 33652 |
Create and publish one-pagers and boards for your organization. Upload images f…
|
F 22 3⁄5 | ||||||||
| 33653 |
Run Python code in a secure sandbox without local setup. Declare inline depende…
|
F 22 3⁄5 | ||||||||
| 33654 |
Generate and run high performance queries on open and private spatial data at-s…
|
F 22 3⁄5 | ||||||||
| 33655 |
Deterministic industrial replacement engine with official catalogs and expert a…
|
F 22 3⁄5 | ||||||||
| 33656 |
Manage product ideas, decisions, and customer signals from AI assistants with N…
|
F 22 3⁄5 | ||||||||
| 33657 |
B2Bware MCP server — access products, orders and customers from Cursor, Claude,…
|
F 22 3⁄5 | ||||||||
| 33658 |
Agentic payments.
|
F 22 3⁄5 | ||||||||
| 33659 |
Kafka + Redis + MinIO Stack Generator
|
F 22 3⁄5 | ||||||||
| 33660 |
Connect to your MediaWiki using simple credentials and manage content without O…
|
F 22 3⁄5 | ||||||||
| 33661 |
AI-native digital asset management: semantic search, generative image edits, an…
|
F 22 3⁄5 | ||||||||
| 33662 |
Hosted MCP memory and agent control plane for durable conversations, jobs, and …
|
F 22 3⁄5 | ||||||||
| 33663 |
Enrich IPs, emails, domains, companies. Scrape SEC, news, jobs, Crunchbase. Bit…
|
F 22 3⁄5 | ||||||||
| 33664 |
Real-time Amazon prices, product search, 90-day history, AI forecasts, and pric…
|
F 22 3⁄5 | ||||||||
| 33665 |
24 NEAR + Solana + Base blockchain endpoints with x402 USDC micropayments
|
F 22 3⁄5 | ||||||||
| 33666 |
An MCP server for docs.continue.dev
|
F 22 3⁄5 | ||||||||
| 33667 |
Description of my MCP server
|
F 22 3⁄5 | ||||||||
| 33668 |
Empresas, sócios e conexões por CNPJ. Brazilian company data, ownership and cor…
|
F 22 3⁄5 | ||||||||
| 33669 |
Advanced text styling to preserve semantic human flow.
|
F 22 3⁄5 | ||||||||
| 33670 |
Kuaishou hot, suggestions, video/user search, details, comments/replies, profil…
|
F 22 3⁄5 | ||||||||
| 33671 |
Plan the delivery route for an artifact
|
F 22 3⁄5 | ||||||||
| 33672 |
Verify email deliverability by SMTP. Catch-all/disposable/role detection. EU-ho…
|
F 22 3⁄5 | ||||||||
| 33673 |
Zero-Ops deploy of a private AI workspace to your own VPS — from your AI chat. …
|
F 22 3⁄5 | ||||||||
| 33674 |
DeFi protocol simulation model scoring tokenomic structures.
|
F 22 3⁄5 | ||||||||
| 33675 |
Send AI bots to attend meetings on your behalf. Get recordings, transcripts, an…
|
F 22 3⁄5 | ||||||||
| 33676 |
Personal todo list that persists across sessions and MCP clients. Create, updat…
|
F 22 3⁄5 | ||||||||
| 33677 |
Read-only access to Namesake's baby name catalog: meaning, origin, pronunciatio…
|
F 22 3⁄5 | ||||||||
| 33678 |
Free no-account URL security scan: 0-100 Launch Readiness score for any live si…
|
F 22 3⁄5 | ||||||||
| 33679 |
Remote MCP server that returns sentiment analysis results from SentinelScan API.
|
F 22 3⁄5 | ||||||||
| 33680 |
CRM + visual automation builder AI agents can drive via MCP: contacts, tags, ma…
|
F 22 3⁄5 | ||||||||
| 33681 |
Access Japan's finest Michelin-starred restaurants. Search, check availability,…
|
F 22 3⁄5 | ||||||||
| 33682 |
x402-paid MCP data: trend feed + visibility audit. USDC/Base. No API key. No PI…
|
F 22 3⁄5 | ||||||||
| 33683 |
Observable Backend Stack Generator
|
F 22 3⁄5 | ||||||||
| 33684 |
Verifiable backtests for AI-built trading strategies: deterministic engine, rep…
|
F 22 3⁄5 | ||||||||
| 33685 |
Elasticsearch + MongoDB + Redis Stack Generator (Elasticsearch/Elasticsearch)
|
F 22 3⁄5 | ||||||||
| 33686 |
Real-time SBIR, CSO & BAA opportunities from DSIP, SAM.gov, Grants.gov & more —…
|
F 22 3⁄5 | ||||||||
| 33687 |
QR & barcode toolkit: generate, decode, vector SVG, logo QR, WiFi and vCard QR …
|
F 22 3⁄5 | ||||||||
| 33688 |
Agent-native document parsing: PDF, scans and FR/EU invoices to structured JSON…
|
F 22 3⁄5 | ||||||||
| 33689 |
LLM Orchestration Agent (Langsmith)
|
F 22 3⁄5 | ||||||||
| 33690 |
Media forensic analyzer auditing audio and video authenticity.
|
F 22 3⁄5 | ||||||||
| 33691 |
SEO for AI agents: crawl sites, audit pages, pull Search Console data, generate…
|
F 22 3⁄5 | ||||||||
| 33692 |
Subotiz integration toolchain for developers
|
F 22 3⁄5 | ||||||||
| 33693 |
Streamline field service and construction operations with CenterPoint Connect. …
|
F 22 3⁄5 | ||||||||
| 33694 |
Mesh spatial optimizer reducing geometric overhead in 3D assets.
|
F 22 3⁄5 | ||||||||
| 33695 |
AI voice agents that make real phone calls: single calls or campaigns, with tra…
|
F 22 3⁄5 | ||||||||
| 33696 |
Build zero-shot video models for object detection, and category and attribute c…
|
F 22 3⁄5 | ||||||||
| 33697 |
Live Entalpa requirements, stories, stakeholders, interfaces, and project trace…
|
F 22 3⁄5 | ||||||||
| 33698 |
Search Turkish laws, court decisions, and legal documents using AI.
|
F 22 3⁄5 | ||||||||
| 33699 |
LLM Orchestration JWT Agent
|
F 22 3⁄5 | ||||||||
| 33700 |
LLM token optimization gateway implementing semantic pruning.
|
F 22 3⁄5 | ||||||||