MCP Server Quality Scores

Independent quality analysis of 41393 public MCP servers

41393
Discovered
29295
Scored
2097
Verified
16952
Complete

Last updated 1 hour, 12 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36251
vincent-552x
CISSP certification exam prep from CISSPStudyGroup.com. 3,600+ practice questi…
81
36252
MCP-Mirror
An MCP server that extracts clean, structured Markdown content from web page UR…
81
36253
Wolfe-Jam
WJTTC Claim
F1-grade MCP certification. 52 tests, 9 tiers (49 scored + T9 Receipt validatio…
N/A N/A 95
36254
r-yoshikawa
Japanese calendar API for AI agents. Provides Rokuyo (六曜), Rekichu (暦注), Eto (干…
81
36255
bbangjooo
Discover and connect to Model Context Protocol servers effortlessly. Installati…
N/A N/A 95
36256
entropy0dev
mcp Claim
Entropy0 MCP server — source trust and URL safety tools for AI agents
N/A N/A
36257
demomagic
sip Claim
The sip MCP (Model Context Protocol) integration provides a powerful way to aut…
N/A N/A 95
36258
kynto2001-ctrl
XRPL wallet risk scoring. Behavioral tags, sub-scores, graph analysis. Pay per …
N/A N/A 95
36259
Natural language interface designed for agentic applications to manage and sear…
N/A N/A 81
36260
MCP-Mirror
Performs vulnerability scans using Trivy to generate Software Bill of Materials…
N/A N/A 95
36261
MICONNM
9-LLM consensus + disagreement scoring + cheapest-route picks to fight hallucin…
N/A N/A
36262
dgtalquantumleap-ai
Proximity-based card fraud detection with AI risk scoring.
N/A N/A 75
36263
intelligent-staffing-systems
Enables AI assistants to interact with Inflow Inventory API for managing ingred…
81
36264
fegalvezg
skaut-mcp Claim
Tech product recommendations for Chile with real prices in CLP.
N/A N/A 95
36265
chris
Automate GitHub development from task discovery to PR merge with session-based …
N/A N/A 95
36266
t8y2
dbx Claim
Query databases from AI agents using connections configured in DBX.
N/A N/A
36267
VictoriaMetrics-Community
MCP Server for VictoriaMetrics. Provides integration with VictoriaMetrics API a…
N/A N/A 75
36268
Conv-AI
Analyze Convai sessions, latency, reliability, usage, and provider telemetry vi…
N/A N/A
36269
vibecheckai
AI Code Firewall — MCP Server for hallucination prevention in AI development
N/A N/A 95
36270
ViperJuice
mcp-gateway Claim
A meta-server for minimal Claude Code tool bloat with progressive disclosure an…
N/A N/A 95
36271
felipenalves
A template for deploying remote MCP servers to Cloudflare Workers without authe…
81
36272
Savirinc
unfragile Claim
The match graph for AI. Search 100K+ capabilities across 13K+ AI artifacts.
N/A N/A
36273
lazymac2x
Cloudflare Workers MCP server: env-blueprint-validator
36274
deepakbishnoi717
Enables users to manage expenses with category support, including adding expens…
36275
CIII-glitch
Enables users to search and discover over 500 AI agent endpoints and x402 APIs …
81
36276
resume
Reactive Resume is a free and open-source resume builder designed to simplify t…
81
36277
calvinling2021-star
Lints + auto-fixes how AI coding agents discover any new product. 24 rules, 6 t…
36278
clauxel
A paid remote MCP for CodeG, built to return verdicts, receipts, usage logs, an…
36279
930m310n
mcp Claim
MCP server for the Geomelon geographic API — stdio and remote HTTP transports
N/A N/A
36280
info-00wt
HemmaBo Claim 1
MCP server for vacation rental direct bookings. Search properties, check availa…
81
36281
clauxel
A paid remote MCP for hosted MCP server, built to return verdicts, receipts, us…
36282
atimevil
Bridge AI assistants to 50+ Kali Linux security tools. Solve CTF challenges, pe…
N/A N/A 95
36283
zhaohongyuziranerran
Enables creating and managing automated workflows with triggers, actions, webho…
36284
edithatogo
Stdio MCP server for MCHS schemas, validation, support status, and evidence.
N/A N/A
36285
dgtalquantumleap-ai
Reddit and Nairaland keyword monitoring with AI reply drafts.
N/A N/A 83
36286
SichengHe6
cq_mcp Claim
N/A N/A 95
36287
Raroford32
azm Claim
N/A N/A 95
36288
swseo92
outlook-mcp Claim
N/A N/A 95
36289
nexus-financial Claim 1
Crypto signals, Kalshi prediction markets, wallet AML. x402 USDC on Base.
N/A N/A 81
36290
lazymac2x
Cloudflare Workers MCP server: ai-provider-status
36291
jessicayanwang
wiki-mcp Claim
N/A N/A 95
36292
littlebearapps
outlook-mcp Claim
Microsoft Outlook MCP server — 20 tools for email, calendar, contacts, and sett…
N/A N/A 83
36293
OzorOwn
frostbyte Claim
MCP server giving AI agents access to 40+ APIs: geo, crypto, screenshots, DNS, …
N/A N/A 83
36294
PreistlyPython
Enterprise network analysis platform that enables AI-powered packet analysis, t…
81
36295
Nigerian & Commonwealth legal reasoning, RAG search, contract analysis, and cit…
N/A N/A 81
36296
next-role
Next Role Claim
Next Role allows you to produce professionally tailored CVs/Resumes and Cover l…
81
36297
andrijdavid
bazos-mcp Claim
MCP server for interacting with Bazos.cz and Bazos.sk
N/A N/A
36298
n0edlg
BidSparq Claim
55 tools for federal/state/local RFPs, awards, vendors, contact graph, contract…
36299
autario
Access 2,300+ verified public datasets from World Bank, IMF, Eurostat, OECD, WH…
81
36300
Continuum-AI-Corp
OrcaRouter Claim
Browse 160+ LLM models and live pricing — no API key needed for catalog. Add ke…
N/A N/A
Showing 36251–36300 of 41393 servers
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