MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 1 day ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
27301
yarism
Greet anyone by name with friendly, customizable salutations. Learn the origin …
N/A N/A 95
27302
elliot-evno
A basic MCP server built with FastMCP framework that provides example tools inc…
N/A N/A 95
27303
xiangzhicjm-cyber
cjm_test Claim
N/A N/A 95
27304 N/A N/A 95
27305
Faresabdelghany
Enables comprehensive GitHub project management with 20 tools for issue trackin…
81
27306
apple-techie
A middleware service that allows LLMs and AI assistants to directly interact wi…
81
27307
canberkesen48
obsyra Claim
N/A N/A 95
27308
Greg-Swiftomatic
Substack MCP Claim 1
An MCP server that enables AI assistants like Claude to interact with Substack …
81
27309
sachicali
Provide advanced YouTube data extraction and analysis capabilities including mu…
N/A N/A 95
27310 N/A N/A 95
27311
ouvreboite
Lightweight MCP server to access any API using their OpenAPI specification. Sup…
81
27312
mobile.psy.div3r
clou Claim
N/A N/A 95
27313 N/A N/A 95
27314
stagproject
AI-optimized patent data marketplace providing structured JSON datasets.
27315
inventech-solution
Analyze performance across accounts, campaigns, ad sets, and ads with comprehen…
N/A N/A 81
27316
coreyjwang
FinDataMCP Claim 1
An MCP server that enables Claude Desktop to access and analyze financial data …
N/A N/A 95
27317
busportals
Portals MCP Claim
Enables Claude to design and build interactive 3D games within the Portals virt…
81
27318
mednabouli
Automatically generates typed React hooks for Next.js projects by crawling API …
N/A N/A 95
27319 N/A N/A 95
27320
16 free freight tools for AI agents — LDM/CBM/chargeable weight calculators (ro…
27321 N/A N/A 95
27322
UltravioletaDAO
AI agents publish bounties for real-world tasks. Gasless USDC payments via x402.
27323 N/A N/A
27324
nextlaneagency
bigquery-mcp Claim
N/A N/A 95
27325 N/A N/A 95
27326
Android mobile automation with uiautomator2. AI bot for taps, swipes, apps, XPa…
N/A N/A 81
27327
metaember
Enables interaction with iMessage through a BlueBubbles server, allowing users …
27328
a2395663320
abc Claim
N/A N/A 95
27329
Sdunga1
Enables interaction with Siemens Polarion requirements management system throug…
81
27330
heltonteixeira
Provides RAG capabilities for semantic document search using Qdrant vector data…
81
27331
Search arXiv preprints and Google Scholar for academic papers. Find research ac…
27332
getjavelin
ramparts Claim
A comprehensive security scanner for MCP servers with YARA rules and static ana…
86
27333
linh1306
An open-source MCP server that provides AI agents with advanced PostgreSQL capa…
81
27334
Search Redfin real estate listings with filters and get full property details i…
27335
theagoralabs
theagora Claim
AI agent marketplace. 27 tools for buying and selling services with atomic escr…
N/A N/A 83
27336
dgtalquantumleap-ai
Generate legal documents for 18 jurisdictions. 27 types: NDA, contracts, tenanc…
N/A N/A
27337
JaxsonWang
Provides semantic search over ScriptingApp documentation by converting Markdown…
81
27338
Mibayy
token-savior Claim
Structural codebase MCP server — navigate and edit code by symbol name, not raw…
N/A N/A
27339
Search Redfin property listings and get comprehensive property details. Filter …
27340
AllTerrainDeveloper
Find skilled tradespeople in Spain — fontaneros, electricistas, pintores, cerra…
N/A N/A
27341
gksdjf1690
post-server Claim
N/A N/A 95
27342
acedatacloud-mcp
MCP Suno Claim
AI Music Generation — generate songs, lyrics, covers, remixes, and manage audio…
27343
WuChaoli
Enables AI agents to interact with Wolai knowledge bases to read, write, and se…
27344
fikrimastor
A CloudFlare Workers-based MCP server that provides semantic memory and journal…
81
27345
VS29081 Claim
N/A N/A
27346
dinhogehm
nuria-mcp Claim
N/A N/A 95
27347
PreClick: An MCP-native URL preflight security scanning service for autonomous …
27348 N/A N/A 95
27349
@Imsxm15
job-searchoor Claim
N/A N/A 95
27350
seanshin0214
AI-powered assistant for qualitative research and conceptual paper writing, pro…
N/A N/A 95
Showing 27301–27350 of 30006 servers
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