MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 2 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 26451 |
codegraphcontext
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| 26452 |
Facebook Ads Data
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Analyze performance across accounts, campaigns, ad sets, and ads with comprehen…
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| 26453 |
Portals MCP
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Enables Claude to design and build interactive 3D games within the Portals virt…
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| 26454 |
Automatically generates typed React hooks for Next.js projects by crawling API …
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| 26455 |
FreightUtils MCP Server
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16 free freight tools for AI agents — LDM/CBM/chargeable weight calculators (ro…
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| 26456 |
calculator-2mcp
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| 26457 |
Execution Market
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AI agents publish bounties for real-world tasks. Gasless USDC payments via x402.
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| 26458 |
prompt-refiner
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| 26459 |
bigquery-mcp
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| 26460 |
smithery-ai-mcp
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| 26461 |
Android mobile automation with uiautomator2. AI bot for taps, swipes, apps, XPa…
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| 26462 |
abc
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| 26463 |
Polarion MCP Server
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Enables interaction with Siemens Polarion requirements management system throug…
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| 26464 |
Search arXiv preprints and Google Scholar for academic papers. Find research ac…
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| 26465 |
A comprehensive security scanner for MCP servers with YARA rules and static ana…
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| 26466 |
Postgres MCP Pro
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An open-source MCP server that provides AI agents with advanced PostgreSQL capa…
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| 26467 |
Search Redfin real estate listings with filters and get full property details i…
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| 26468 |
theagora
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AI agent marketplace. 27 tools for buying and selling services with atomic escr…
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| 26469 |
ebenova-legal-docs
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Generate legal documents for 18 jurisdictions. 27 types: NDA, contracts, tenanc…
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| 26470 |
Scripting Docs MCP
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Provides semantic search over ScriptingApp documentation by converting Markdown…
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| 26471 |
token-savior
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Structural codebase MCP server — navigate and edit code by symbol name, not raw…
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| 26472 |
Real Estate MCP Server
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Search Redfin property listings and get comprehensive property details. Filter …
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| 26473 |
professionals
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Find skilled tradespeople in Spain — fontaneros, electricistas, pintores, cerra…
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| 26474 |
post-server
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| 26475 |
MCP Suno
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AI Music Generation — generate songs, lyrics, covers, remixes, and manage audio…
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| 26476 |
Wolai MCP Server
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Enables AI agents to interact with Wolai knowledge bases to read, write, and se…
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| 26477 |
Context MCP Server
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A CloudFlare Workers-based MCP server that provides semantic memory and journal…
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| 26478 |
VS29081
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| 26479 |
PreClick: An MCP-native URL preflight security scanning service for autonomous …
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| 26480 |
google_calendarmcp
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| 26481 |
AI-powered assistant for qualitative research and conceptual paper writing, pro…
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| 26482 |
An MCP server that gives AI assistants (like Cursor, Claude, Windsurf) the abil…
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| 26483 |
Track Amazon product data and monitor Trustpilot company reviews. Get pricing, …
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| 26484 |
smart-booking-mcp
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Retrieve your Smart Booking appointments with structured access. Filter by day,…
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| 26485 |
legis-link
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Construction compliance AI. Wire sizing, load calc, battery clearance. AU, USA,…
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| 26486 |
Time Tracking MCP
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Enables natural language time tracking through Claude with markdown file storag…
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| 26487 |
Provides access to the recraft-ai/recraft-v3 image generation model via Replica…
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| 26488 |
netintel-mcp
Claim
MCP server for NetIntel — DNS, SSL, WHOIS, email security, OSINT via x402 micro…
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| 26489 |
pjp-mcp
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Find companies in HubSpot by name or domain to enrich research and outreach. Ge…
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| 26490 |
software3
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| 26491 |
mcp-gateway
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Aggregates tools from multiple MCP servers with unified BM25/regex search and d…
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| 26492 |
Fan Token Intel MCP
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67+ tools for fan token intelligence: whale flows, signal scores, sports calend…
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| 26493 |
STS2MCP
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Full agentic runs for Slay the Spire 2. A mod that exposes in-game state, and t…
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| 26494 |
arxiv-mcp-server
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| 26495 |
MCP Server on Vercel
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A template for running Model Context Protocol servers on Vercel with Redis supp…
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| 26496 |
gsc
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| 26497 |
An MCP server agent that enables analysis of YouTube videos by extracting trans…
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| 26498 |
molon
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| 26499 |
MCP Vector Memory
Claim
Provides AI coding agents with persistent, long-term memory through local seman…
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| 26500 |
cloud-audit
Claim
AWS security scanner with Attack Chains, Breach Cost Estimation, and MCP Server…
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