MCP Server Quality Scores

Independent quality analysis of 59221 public MCP servers

59221
Discovered
29891
Scored
2112
Verified
16953
Complete

Last updated 38 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
59201
orbiads
Orbiads Claim
# OrbiAds — Google Ad Manager MCP Server …
81
59202
cgauge
Validate and experiment with Model Context Protocol server implementations supp…
N/A N/A 95
59203
freebeiro
A Cloudflare Worker that provides API access to Postman collections and environ…
59204
Babajan-B
BioQC-MCP Claim
A professional MCP server for comprehensive bioinformatics quality control, pro…
N/A N/A
59205
repisto
Enables querying a local wiki through MCP-style tools, including search, Q\&A, …
N/A N/A
59206
YuzuKyouma
ponzu Claim
ERC-20 token launchpad on Ethereum — deploy, presale, swap, and farm via AI age…
N/A N/A 75
59207
Dhevenddra
Persistent code knowledge graph + 9 composite MCP tools for AI coding agents.
N/A N/A
59208
yeswanthreddyk
Connects to Google Analytics 4 to run reports, manage configurations, and retri…
N/A N/A
59209
Ansvar-Systems
Provides structured access to EU treaties, regulations, directives, and CJEU ca…
N/A N/A
59210
OCA-BE
A standalone MCP server for SAP ABAP development and customizing that connects …
59211
unvus
neosql-mcp Claim
Enables MCP hosts to use NeoSQL Desktop tools for database management, includin…
N/A N/A
59212
mhlavac
MCP server that connects Claude to Edupage, a school information system used ac…
N/A N/A
59213
huangzesen
NASA CDAWeb data access for heliophysics — browse observatories, inspect parame…
N/A N/A
59214 N/A N/A 95
59215
sanjaypsachdev
A secure MCP server that enables AI assistants to execute commands on remote se…
N/A N/A
59216
codeBKashif
Provides tools to analyze and debug GitHub Actions CI failures, including summa…
59217
janmacher02-xl8y
Access SEC EDGAR financial data through your AI assistant. Search public compan…
81
59218
synthaicode
XRefKit MCP Claim
Read-only MCP server that serves inactive definitions from XRefKit repositories…
59219
danielmeppiel
Enables platform engineering workflows via GitHub Copilot, including creating r…
59220
douglashardman
Enables any MCP-compatible AI agent to browse, negotiate, purchase, message, an…
59221
amalinakurniasari
Control Figma to create, edit, and organize designs in real time. Generate comp…
N/A N/A 95
Showing 59201–59221 of 59221 servers
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