MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 1 day ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 27301 |
vasttrafik-mcp-server
Claim
Greet anyone by name with friendly, customizable salutations. Learn the origin …
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| 27302 |
My Awesome MCP
Claim
A basic MCP server built with FastMCP framework that provides example tools inc…
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| 27303 |
cjm_test
Claim
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| 27304 |
mcp-server-bigquery
Claim
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| 27305 |
Enables comprehensive GitHub project management with 20 tools for issue trackin…
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| 27306 |
Dokploy MCP Server
Claim
A middleware service that allows LLMs and AI assistants to directly interact wi…
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| 27307 |
obsyra
Claim
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| 27308 |
An MCP server that enables AI assistants like Claude to interact with Substack …
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| 27309 |
YouTube Scraping Server
Claim
Provide advanced YouTube data extraction and analysis capabilities including mu…
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| 27310 |
google_ads_mcp_lee
Claim
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| 27311 |
openapi-to-mcp
Claim
Lightweight MCP server to access any API using their OpenAPI specification. Sup…
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| 27312 |
clou
Claim
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| 27313 |
codegraphcontext
Claim
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| 27314 |
mirelia-patent-market
Claim
AI-optimized patent data marketplace providing structured JSON datasets.
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| 27315 |
Facebook Ads Data
Claim
Analyze performance across accounts, campaigns, ad sets, and ads with comprehen…
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| 27316 |
An MCP server that enables Claude Desktop to access and analyze financial data …
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| 27317 |
Portals MCP
Claim
Enables Claude to design and build interactive 3D games within the Portals virt…
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| 27318 |
Automatically generates typed React hooks for Next.js projects by crawling API …
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| 27319 |
mcp-google-ads1
Claim
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| 27320 |
FreightUtils MCP Server
Claim
16 free freight tools for AI agents — LDM/CBM/chargeable weight calculators (ro…
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| 27321 |
calculator-2mcp
Claim
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| 27322 |
Execution Market
Claim
AI agents publish bounties for real-world tasks. Gasless USDC payments via x402.
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| 27323 |
prompt-refiner
Claim
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| 27324 |
bigquery-mcp
Claim
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| 27325 |
smithery-ai-mcp
Claim
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| 27326 |
Android mobile automation with uiautomator2. AI bot for taps, swipes, apps, XPa…
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| 27327 |
bluebubbles-mcp
Claim
Enables interaction with iMessage through a BlueBubbles server, allowing users …
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| 27328 |
abc
Claim
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| 27329 |
Polarion MCP Server
Claim
Enables interaction with Siemens Polarion requirements management system throug…
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| 27330 |
RagDocs MCP Server
Claim
Provides RAG capabilities for semantic document search using Qdrant vector data…
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| 27331 |
Search arXiv preprints and Google Scholar for academic papers. Find research ac…
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| 27332 |
A comprehensive security scanner for MCP servers with YARA rules and static ana…
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| 27333 |
Postgres MCP Pro
Claim
An open-source MCP server that provides AI agents with advanced PostgreSQL capa…
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| 27334 |
Search Redfin real estate listings with filters and get full property details i…
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| 27335 |
theagora
Claim
AI agent marketplace. 27 tools for buying and selling services with atomic escr…
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| 27336 |
ebenova-legal-docs
Claim
Generate legal documents for 18 jurisdictions. 27 types: NDA, contracts, tenanc…
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| 27337 |
Scripting Docs MCP
Claim
Provides semantic search over ScriptingApp documentation by converting Markdown…
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| 27338 |
token-savior
Claim
Structural codebase MCP server — navigate and edit code by symbol name, not raw…
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| 27339 |
Real Estate MCP Server
Claim
Search Redfin property listings and get comprehensive property details. Filter …
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| 27340 |
professionals
Claim
Find skilled tradespeople in Spain — fontaneros, electricistas, pintores, cerra…
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| 27341 |
post-server
Claim
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| 27342 |
MCP Suno
Claim
AI Music Generation — generate songs, lyrics, covers, remixes, and manage audio…
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| 27343 |
Wolai MCP Server
Claim
Enables AI agents to interact with Wolai knowledge bases to read, write, and se…
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| 27344 |
Context MCP Server
Claim
A CloudFlare Workers-based MCP server that provides semantic memory and journal…
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| 27345 |
VS29081
Claim
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| 27346 |
nuria-mcp
Claim
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| 27347 |
PreClick: An MCP-native URL preflight security scanning service for autonomous …
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| 27348 |
google_calendarmcp
Claim
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| 27349 |
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| 27350 |
AI-powered assistant for qualitative research and conceptual paper writing, pro…
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