MCP Server Quality Scores

Independent quality analysis of 67286 public MCP servers

67286
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 50 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55951
REMnux
Enables AI assistants to search and retrieve information from the REMnux malwar…
81
55952
IndoTender
Search Thai government procurement tenders and bidder companies.
55953
Monc618
MCP server for Feishu/Lark API integration, enabling AI agents to send messages…
55954
iwaokimura
zbmath-mcp Claim
MCP server to search and retrieve mathematical publications, author profiles, a…
55955
mahmoudhalimeh
Linkonda Claim
Create and manage Linkonda short links and QR codes, with no per-visitor tracki…
N/A N/A
55956
gabrielmahia
sifa-mcp Claim 1
MCP server for portable reputation and skills passports in East Africa — worker…
N/A N/A 95
55957
Zman504
Hosted MCP for Conductor Relay: a verifier-backed agent work exchange and cold …
55958
Scottnine
filamental Claim
Read/write access to your Filamental knowledge graph vault. 12 tools. Local-fir…
N/A N/A
55959
AIops-tools
Governed Proxmox VE VM/container ops — 43 MCP tools with audit, budget, undo & …
N/A N/A
55960
andyc00ps
An MCP server that enables conversational access to Lumar SEO crawl data via it…
81
55961
gott150
obsidian-mcp Claim
N/A N/A 95
55962
609NFT
VibeKit Claim
Build, deploy & manage hosted apps and chat with their AI coding agents from an…
55963
axel-belfort
Cryptographic hash generation API for AI agents. Generate MD5, SHA1, SHA256, SH…
N/A N/A 95
55964
AiAgentKarl
MCP server for AI agent transaction insurance and escrow — protect agent-to-age…
81
55965
CognitionAI
Enables AI assistants to interact with Metabase's analytics platform, managing …
55966
christopher-buss
Enables AI agents to intelligently search and retrieve Roblox documentation thr…
81
55967
bcllcc
modulor Claim
Agent-native CAD: draw plans, model 3D, render checks, export DXF/SVG/STL/GLB/I…
N/A N/A
55968
evan-follis-u0ll
preflight Claim
Check if your MCP server is ready to publish on the MCP Registry, Smithery, or …
81
55969
aggreyeric
Fuses five market signals into a five-state regime classifier to determine mark…
N/A N/A 95
55970
ykq007
A unified MCP server for Tavily and Brave Search APIs that features automatic A…
81
55971
coinpaprika
CoinPaprika Claim
Real-time crypto market data: prices, tickers, exchanges, OHLCV candles, and me…
55972
cognis-digital
ledgermind Claim
Local LLM cost & token forensics proxy with anomaly detection, enabling securit…
N/A N/A
55973
moejeaux
nexflow-smf Claim
Smart Meta-Facilitator for x402 payments on Base: route, verify, and settle pay…
N/A N/A 83
55974
adebayojuwon200-pixel
layergen-mcp Claim
Layergen 3D model generation, retexture, and repair — for Claude Desktop and an…
N/A N/A
55975
jxia622
A lightweight MCP server for clinical biomedical literature retrieval, enabling…
55976
tijevlam
gtm-mcp Claim
Enables natural language management of Google Tag Manager accounts, containers,…
55977
bayway
janusmcp Claim
Multi-account tool broker for AI agents — CLI and MCP.
N/A N/A
55978
James-Server-Admin
kb-gateway Claim
HTTP MCP gateway enabling remote agents to query a learning corpus combining Pi…
55979
riverliu8
seo-audit Claim
Free SEO & AI-search (AEO) audits for any site or Shopify store, with emailed w…
55980
DeloraProtocol
Delora MCP Claim
Delora MCP server for cross-chain quotes, supported chains, tokens, and tools.
55981
STiFLeR7
memex Claim
Temporal knowledge graph of your codebase (Graphiti + Neo4j), served to AI agen…
N/A N/A
55982
EmiRoberti77
A Model Context Protocol (MCP) server that provides access to NASA's Astronomy …
N/A N/A
55983
SaharshPamecha
Generate draw.io diagrams and architecture designs from natural language, via t…
N/A N/A
55984
3mzKK
A tuned filesystem MCP server for Codex-style development, offering fast file o…
N/A N/A
55985
grynn-in
konsol-mcp Claim
MCP server for configuring the konsol Frappe app via the CLI. Enables AI client…
55986
cyanheads
Query 29,500+ World Bank development indicators for 200+ countries across 60+ y…
55987
StevenGeller
Enables intelligent transcription of YouTube videos with automatic optimization…
N/A N/A
55988
jamesvdinh
MCP server for calculating a patient's 10-year ASCVD risk using the Pooled Coho…
55989
lupikovoleg
Provides Instagram analytics, media downloads, and search capabilities through …
55990
BrunoPessoa22
Fan-token intelligence for Chiliz Chain: prices, whale flows, match event impac…
55991
mattgierhart
Espresso MCP Claim
Find great espresso cafes worldwide with curated data and transparent quality s…
N/A N/A
55992
wimi321
A standalone MCP server for Windows desktop control, enabling screenshots, mous…
N/A N/A
55993
jmstar85
Integrates SAST, DAST, IAST, and SCA security testing tools for AI-powered DevS…
55994
kazushi-fa
From first signal to satellite evidence: live world-event intelligence and coll…
55995
rosch100
mcp-sqlite Claim 1
MCP server for SQLCipher 4 encrypted SQLite databases with full CRUD operations…
N/A N/A 81
55996
Arge2004
openapi-mcp Claim
Enables agents to query real-time OpenAPI documentation of backend services, pr…
55997
junter1989k-ai
Nigeria FIRS/NRS MBS e-invoicing for AI agents - validate, sign, confirm invoic…
55998
CallMCP
server Claim
One MCP tool contract for telephony — any call provider, hosted, local, or BYOK.
N/A N/A 95
55999
aesaganda
opnsense-mcp Claim
Enables interaction with OPNsense firewalls through MCP tools for managing fire…
56000
sjgant80-hub
MCP server for foldkit that exposes the 7-prime spine, 7 κ-bands, and 6 fold op…
N/A N/A
Showing 55951–56000 of 67286 servers