MCP Server Quality Scores

Independent quality analysis of 47066 public MCP servers

47066
Discovered
29577
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
25551
brunoamorim39
CarScout Claim
Search used car inventory, check NHTSA recalls, decode VINs, and manage automat…
A 86 35 80 98 81
25552
revolist
RevoGrid MCP Claim
Hosted MCP server for RevoGrid docs, examples, feature checks, and migration gu…
A 86 35 86 91 81
25553
nicholasbester
clickup-cli Claim
ClickUp API integration with 143 MCP tools covering all ~130 endpoints. Token-e…
A 86 34 92 83 81
25554
serkush
18 tools for US stock screeners, chart patterns, options flow signals and equit…
A 86 35 88 89 81
25555
STIL lab at ETS Montreal — knowledge base and paper search via ArXiv and Semant…
A 86 25 97 76
25556
wnsod
Live market data, signals, positions, and macro analysis for crypto, KR stocks,…
A 86 35 86 90 81
25557
sprklai
Zenii is a local AI backend with persistent memory, 18 tools, and 114 API route…
A 86 34 94 81 81
25558
corporatelad
PromptScan Claim
Prompt injection detection API for AI agents. Scan untrusted text before passin…
A 86 35 86 90 81
25559
sugukurukabe
| 地価トレンド予測 | 新宿区の5年後地価をAI予測。CAGR・投資シグナル付き | | 企業立地需要分析 | 名古屋市中区のオフィス・工場需要スコアを算出…
A 86 34 84 95 81
25560
barryyip0625
mcp-discord Claim
Implement Discord MCP server enabling AI assistants to interact with the Discor…
A 86 45 90 N/A N/A 80 81 92
25561
Heirloomz
Authoritative cited answers about saving family stories. Published by InkTree.
A 86 35 86 91 81
25562
dimaosipa
MedRates Claim
Search US hospital prices, compare costs, and find insurance-negotiated rates.
A 86 35 78 99 81
25563
wastedcode
Lattis Claim
Search indexed websites, read raw page markdown, and score AI visibility for an…
A 86 35 78 99 81
25564
ThoTischner
Unified observability gateway for AI agents — Prometheus, Loki & more, with ano…
A 86 34 96 N/A N/A 78 81
25565
joergmichno
ClawGuard Shield Claim
AI Agent Security Scanner — detect prompt injection, jailbreaks, and tool poiso…
A 86 34 96 76 81
25566
evalops
A Model Context Protocol (MCP) server that provides advanced code analysis and …
A 86 34 96 N/A N/A 76 81
25567
rhinosaas
Rebillia MCP Server Claim 1
Rebillia MCP Server - Subscription billing for e-commerce. Manage subscription…
A 86 34 100 70 81
25568
nousulabs-debug
pohjola-api Claim
Agent-native API for Finnish public company data via YTJ. Pay-per-call $0.01 US…
A 86 35 80 98 81
25569
valtteri-FRIILY
MoltArch Claim
Marketing intelligence API for AI agents. Real campaign data, not LLM guesses.
A 86 35 86 90 81
25570
piyushptiwari1
MCPGuard Claim
A security gateway that enforces policies, tracks data taints, and sandboxes to…
A 86 34 90 88 81
25571
roboflow
Roboflow computer vision for AI agents: datasets, annotation, versioning, workf…
A 85 35 80 93 81
25572
jbiggs77
bizinsured Claim
AI-powered commercial insurance carrier recommendations for small businesses.
A 85 35 78 97 81
25573
uxjulie-climate
Website carbon footprint auditor. CO2/page, grade A–F, green hosting check, and…
A 85 35 86 89 81
25574
neoshrek
QrVerloz Claim
QR codes active 90 days, claimable forever. Request an API key in chat to retar…
A 85 35 80 94 81
25575
T4cceptor
centian Claim
Control and verify what your AI agents actually do — in real time. AI agents ar…
A 85 34 90 81 81
25576
blueprint-infrastructure
Native Solana staking for AI agents. 26 MCP tools, one-shot signing, webhooks.
A 85 35 80 94 81
25577
pduggusa
Jeevesus saves. Threat-intel MCP, 17.9M docs, 1.13M IOCs. Search · enrich · STI…
A 85 35 80 93 81
25578
remete618
widemem-ai Claim 1
Open-source AI memory layer for LLM agents. Importance scoring, temporal decay,…
A 85 34 90 83 81
25579
gmoneyn
Search and install 4,000+ security-scanned MCP servers from inside any MCP-awar…
A 85 35 84 91 81
25580
lennyzeltser
Improve security writing, score it against rubrics, plan IR, CTI, vuln, and pro…
A 85 35 80 95 81
25581
escapeboy
AI Agent Mission Control with 200+ MCP tools. Manage agents, experiments, workf…
A 85 34 90 81 81
25582
mploschiavo
MCP server exposing Kettle Logic insight articles & industry guidance as tools …
A 85 35 78 95 81
25583
lastmanupinc-hub
Generate AGENTS.md, AP2 compliance docs, checkout rules, debug playbook & MCP c…
A 85 35 76 98 81
25584
agentarena
On-chain ERC-8004 agent registry. Search, register, and check reputation across…
A 85 35 80 94 81
25585
raisonnai
connect Claim
AI-native art catalogue. Catalogue works, parse provenance, and generate signed…
A 85 35 88 86 81
25586
callobuzz
cob-shopify-mcp Claim
A production-grade MCP server and CLI tool that enables AI agents to manage Sho…
A 85 34 90 84 81
25587
energychain
87+ specialized tools for German and European energy data. Direct AI access to …
A 85 34 86 88 81
25588
bethington
ghidra-mcp Claim
Ghidra MCP Server — 200+ MCP tools for AI-powered reverse engineering. GUI plug…
A 85 34 90 N/A N/A 81 81
25589
5hahiL
Tideways MCP Server Claim 1
A Model Context Protocol (MCP) server that enables AI assistants to query Tidew…
A 85 34 94 75 81
25590
govbase-inc
Govbase Claim
U.S. federal policy data — bills, Congress members, voting records, and civic i…
A 85 35 88 87 81
25591
jmpijll
Enables AI agents to interact with Fortinet FortiManager through a minimal MCP …
B 84 34 88 81 81
25592
rok-labs
On-chain security and market intelligence for trading agents on Base.
B 84 35 84 88 81
25593
veroq-ai
veroq-mcp Claim
62 verified intelligence tools — claim verification with evidence chains, marke…
B 84 34 94 71 81
25594
kjm99d
Local-first kanban and approval-gate issue tracker with a native MCP server (13…
B 84 34 94 73 81
25595
ERROR403agent
10 crypto tools for AI agents: BTC/ETH/SOL/XRP momentum signals, Polymarket odd…
B 84 35 86 86 81
25596
ogham-mcp
ogham-mcp Claim
Shared memory MCP server — persistent, searchable, cross-client Claude, Opencode
B 84 34 88 N/A N/A 81 81
25597
rplryan
x402-discovery Claim
Discovers and queries x402-payable APIs at runtime — enables autonomous agents …
B 84 34 96 68 81
25598
terrizoaguimor
Cognitive memory engine with 5,100+ knowledge modules, circadian rhythm awarene…
B 84 34 84 87 81
25599
digicatalyst-systems
dep-diff-mcp Claim
Translates a lockfile diff into a human-readable upgrade plan for npm and PyPI.…
B 84 34 90 79 81
25600
Public MCP discovery for Blocksize market data, pricing, and docs.
B 84 25 88 81
Showing 25551–25600 of 47066 servers
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