MCP Server Quality Scores
Independent quality analysis of 64798 public MCP servers
Last updated 1 hour, 22 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 30701 |
Safe, read-only Postgres and MySQL access for AI agents. Audit log + column-lev…
|
F 22 3⁄5 | ||||||||
| 30702 |
Cross-chain pathfinder and bridge routing optimization using Li.Fi.
|
F 22 3⁄5 | ||||||||
| 30703 |
Send personalized greetings by name, with an optional pirate tone. Generate gre…
|
F 22 3⁄5 | ||||||||
| 30704 |
Diagnóstico patrimonial 360 (Wealth X-Ray) somente leitura, com fontes e próxim…
|
F 22 3⁄5 | ||||||||
| 30705 |
Structured knowledge base for AI agent solutions. Search, explore, and retrieve…
|
F 22 3⁄5 | ||||||||
| 30706 |
24 NEAR + Solana + Base blockchain endpoints with x402 USDC micropayments
|
F 22 3⁄5 | ||||||||
| 30707 |
Autonomous legal contract testing suite checking syntax anomalies.
|
F 22 3⁄5 | ||||||||
| 30708 |
AI agent gateway with web fetching, data extraction, crypto pricing, and x402 p…
|
F 22 3⁄5 | ||||||||
| 30709 |
Generates React components and design frameworks from visual layouts.
|
F 22 3⁄5 | ||||||||
| 30710 |
Connects AI agents to live, verified financial data from 18,000+ institutions —…
|
F 22 3⁄5 | ||||||||
| 30711 |
MCP server for Russian books search, details, and recommendation candidates.
|
F 22 3⁄5 | ||||||||
| 30712 |
WorkMagic MCP
|
F 22 3⁄5 | ||||||||
| 30713 |
Turn raw screenshots into professional device mockups & app store visuals in se…
|
F 22 3⁄5 | ||||||||
| 30714 |
Search Turkish laws, court decisions, and legal documents using AI.
|
F 22 3⁄5 | ||||||||
| 30715 |
Access Japan's finest Michelin-starred restaurants. Search, check availability,…
|
F 22 3⁄5 | ||||||||
| 30716 |
EVM gas optimizer refactoring Solidity code into efficient Yul assembler.
|
F 22 3⁄5 | ||||||||
| 30717 |
AI predictions, model comparison, research and web search from an autonomous AI…
|
F 22 3⁄5 | ||||||||
| 30718 |
Restaurant management API for meni.ge owners: manage menus, locations, orders, …
|
F 22 3⁄5 | ||||||||
| 30719 |
300 contemplative moving art works by César Yagüe. Search, browse, get recommen…
|
F 22 3⁄5 | ||||||||
| 30720 |
Publish a stakeholder report entry
|
F 22 3⁄5 | ||||||||
| 30721 |
LLM query cost optimizer minimizing context waste.
|
F 22 3⁄5 | ||||||||
| 30722 |
SEC filing intelligence for AI agents. Financials, screening, peer comparison f…
|
F 22 3⁄5 | ||||||||
| 30723 |
AI Catholic formation — spiritual direction, saints, scripture, and semantic se…
|
F 22 3⁄5 | ||||||||
| 30724 |
Indeed listings + Glassdoor reviews + H1B salary data for career copilots.
|
F 22 3⁄5 | ||||||||
| 30725 |
Solidity smart contract generator implementing safe coding defaults.
|
F 22 3⁄5 | ||||||||
| 30726 |
Scrum sprint optimizer and automated project manager.
|
F 22 3⁄5 | ||||||||
| 30727 |
TAM mapping, company discovery, contact intelligence, and technographics across…
|
F 22 3⁄5 | ||||||||
| 30728 |
Real-world location intelligence: foot traffic, trade areas, demographics, site…
|
F 22 3⁄5 | ||||||||
| 30729 |
An MCP server that automatically collects feedback on your MCP server.
|
F 22 3⁄5 | ||||||||
| 30730 |
AEO intent and search presence optimization engine.
|
F 22 3⁄5 | ||||||||
| 30731 |
Unexpected questions and lateral thinking prompts to break through mental block…
|
F 22 3⁄5 | ||||||||
| 30732 |
Japan real estate data: transactions, land prices, vacancy, hazard, zoning & mo…
|
F 22 3⁄5 | ||||||||
| 30733 |
Interact with your Google Cloud Composer resources using natural language comma…
|
F 22 3⁄5 | ||||||||
| 30734 |
On-chain Solana payments for MCP services with SOL and USDC support.
|
F 22 3⁄5 | ||||||||
| 30735 |
AI-powered tools to analyze wallet behaviour prediction, fraud detection and ru…
|
F 22 3⁄5 | ||||||||
| 30736 |
Toolbox dynamically routes to all MCPs in the Smithery registry based on your a…
|
F 22 3⁄5 | ||||||||
| 30737 |
Generate QR codes with custom colors, logos, vCards, and WiFi configs.
|
F 22 3⁄5 | ||||||||
| 30738 |
MCP server (stdio): check if URLs are alive (status, redirects, latency) via th…
|
F 18 3⁄5 | ||||||||
| 30739 |
MCP server (stdio): fetch web pages as clean readable markdown via the AgentFor…
|
F 18 3⁄5 | ||||||||
| 30740 |
MCP server (stdio): lint OpenAPI specs with Spectral via the AgentForge API
|
F 18 3⁄5 | ||||||||
| 30741 |
Financial reasoning infrastructure for AI agents: typed models, deterministic c…
|
F 18 3⁄5 | ||||||||
| 30742 |
Privacy-first website analytics MCP server for ezStats with analytics, SEO, goa…
|
F 18 3⁄5 | ||||||||
| 30743 |
Real-time CVE, exploit, and vulnerability intelligence for AI assistants (350K+…
|
F 18 3⁄5 | ||||||||
| 30744 |
MCP server (stdio): repair broken/malformed JSON via the AgentForge API
|
F 18 3⁄5 | ||||||||
| 30745 |
MCP server (stdio): validate JSON against JSON Schema (draft-07 / 2020-12) via …
|
F 18 3⁄5 | ||||||||
| 30746 |
Validate, extract, repair and generate French Factur-X / EN16931 invoices via A…
|
F 18 3⁄5 | ||||||||
| 30747 |
Claude-powered AI tools: research, write, code, analyze, translate, debate, pit…
|
F 18 3⁄5 | ||||||||
| 30748 |
Classify data safety before storing or sharing. GDPR, HIPAA, PCI-DSS, CCPA. AI-…
|
F 18 3⁄5 | ||||||||
| 30749 |
Connect AI assistants to zeroheight styleguides using the Model Context Protocol
|
F 18 3⁄5 | ||||||||
| 30750 |
Read-only MCP for identity resolution and write guardrails.
|
F 18 3⁄5 | ||||||||