MCP Server Quality Scores

Independent quality analysis of 69007 public MCP servers

69007
Discovered
→
33721
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 23 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
65501
es6kr
Browse, search, rename, split, and clean up Claude Code sessions via MCP, Web U…
— ○ ⏳ — N/A N/A — — —
65502
integsec
turbopentest Claim
AI-powered penetration testing. Launch scans, review findings, download reports.
— ○ ⏳ — N/A N/A — 83 —
65503
shadabbi
Enables comprehensive GitHub PR reviews through Cursor's AI by fetching PR diff…
— ○ ⏳ — N/A N/A — 95 —
65504
mathiaschu
Enables AI assistants to manage Google Ads accounts by providing tools for quer…
— ○ ⏳ — N/A N/A — 95 —
65505 — ○ ⏳ — — — — 81 —
65506
Glade-tool
glade-mcp Claim
Control the Unity and Godot editors from AI clients: scenes, scripts, physics, …
— ○ ⏳ — N/A N/A — — —
65507
hiing
Provides access to the Chinese Buddhist Electronic Text Association (CBETA) onl…
— ○ ⏳ — — — — 81 —
65508
CSOAI-ORG
Agent Cost Allocator MCP — multi-tenant LLM cost attribution for chargeback bil…
— ○ ⏳ — — — — 81 —
65509
odanree
infra-mcp Claim
MCP server that wraps Docker, Caddy, and GitHub Actions operations on a remote …
— ○ ⏳ — — — — — —
65510
CSOAI-ORG
Agent Token Budget MCP — hard per-session token + spend cap with signed budget-…
— ○ ⏳ — — — — 81 —
65511
CSOAI-ORG
MCP Spec Compliance MCP — audits any MCP server.json against the official Model…
— ○ ⏳ — — — — — —
65512
hirelayer
HireLayer Claim
Resume and CV parsing, candidate matching and ranking for recruiting and ATS AI…
— ○ ⏳ — — — — — —
65513
fernikolic
clawdentials Claim
Trust layer for AI agent commerce — escrow-protected payments, verifiable reput…
— ○ ⏳ — — — — 81 —
65514
Zimac-AI
mnema Claim
Local-first, formally verified memory for AI agents: consult/learn/related/list…
— ○ ⏳ — N/A N/A — — —
65515
georgelawrence
mercadolibre Claim
Mercado Libre keyword & competitor intelligence for AI agents across all 18 ML …
— ○ ⏳ — — — — — —
65516
Desckars
A universal Model Context Protocol server in Java, enabling interaction with mu…
— ○ ⏳ — N/A N/A — — —
65517
blokpardi
A deployable server on Cloudflare Workers that provides Model Context Protocol …
— ○ ⏳ — N/A N/A — 95 —
65518
monomcp
A unified MCP layer that serves organization toolkits as MCP endpoints with per…
— ○ ⏳ — — — — — —
65519
sendpulse
SendPulse Claim
Empower AI agents with SendPulse email, CRM, chatbot, SMTP, and course automati…
— ○ ⏳ — — — — — —
65520
Heartran
Enables local interaction with the Kanka worldbuilding API via MCP, supporting …
— ○ ⏳ — N/A N/A — — —
65521
acjlabs
Catalog attribute normalizer, taxonomy-grounded — no fabricated Google/Shopify …
— ○ ⏳ — — — — — —
65522
foxter-io
Full-featured MCP server that exposes 36 tools for interacting with PostgreSQL …
— ○ ⏳ — — — — — —
65523
rprouse
MCP server for querying resolved Jira tickets across multiple Atlassian Cloud s…
— ○ ⏳ — N/A N/A — — —
65524
sally-labs
sally-ai-mcp Claim
Chat with Sally about metabolic health and pay per interaction using x402 with …
— ○ ⏳ — N/A N/A — 95 —
65525
JameZUK
Arkana Claim
An MCP server that provides 294 malware analysis tools behind an AI-driven inte…
— ○ ⏳ — — — — — —
65526
bina165
Provides LLMs with access to Microsoft Outlook email functionality, allowing th…
— ○ ⏳ — N/A N/A — — —
65527
cpretzinger
Connects Claude Desktop to GoHighLevel CRM with 269+ tools for complete contact…
— ○ ⏳ — — — — 81 —
65528
mountainmystic
AI-powered Hedera HCS topic intelligence for agents. Pay per call in HBAR.
— ○ ⏳ — N/A N/A — 67 —
65529
dharun-rd
weather Claim 1
An MCP server for weather information.
— ○ ⏳ — N/A N/A — 95 —
65530
Bharath-code
regressguard Claim
Deterministic API regression checks for AI agents: snapshot a baseline, catch b…
— ○ ⏳ — N/A N/A — — —
65531
keumbang
openapi-mcp Claim
금방 Open API MCP 서버 — 스펙 조회·JWT 서명 코드 생성·로컬 서명/검증
— ○ ⏳ — N/A N/A — — —
65532
timetoady
my-voice-mcp Claim
A local-first MCP server that builds compact voice profiles from writing sample…
— ○ ⏳ — — — — — —
65533
OpenCodice-Research
MCP server for searching and retrieving submissions, reviews, meta-reviews, reb…
— ○ ⏳ — — — — — —
65534
oogdevs
clawtube-mcp Claim
Minimal MCP server for ClawTube — a small, auditable control plane for skills a…
— ○ ⏳ — N/A N/A — 95 —
65535
Sharan-cypto
A minimal MCP server with three toy tools (add, echo, current_time) for learnin…
— ○ ⏳ — — — — — —
65536
SEOcrawl
seocrawl-mcp Claim
SEO + GEO MCP server: live Google Search Console & GA4 data, keyword and page a…
— ○ ⏳ — — — — — —
65537
maango-io
Maango-mcp Claim
Maango is the pre-flight check for AI agents on the web. Before an agent scrape…
— ○ ⏳ — — — — — —
65538
cgmorah
Enables managing Cloudways servers, applications, backups, SSL, environment var…
— ○ ⏳ — — — — — —
65539
junter1989k-ai
Peru CPE invoices for AI agents - issue, query, void facturas/boletas via SUNAT…
— ○ ⏳ — — — — — —
65540
iuk-ink
Provides Binance futures market data, trading capabilities, and technical indic…
— ○ ⏳ — — — — — —
65541
hassav19-40y9
Teardrop Claim
Streaming AI agent API built on LangGraph. Implements AG-UI, A2A, MCP, and x402…
— ○ ⏳ — — — — 81 —
65542
abhinavala
Persistent AI memory with shared team workspaces, typed knowledge chunks, and c…
— ○ ⏳ — — — — — —
65543
srotzin
MCP server for trademark first-use attestation with post-quantum dual-signed re…
— ○ ⏳ — — — — — —
65544
Infinihash
Blockchain compliance: screen wallets vs OFAC SDN + threat intel, open cases, g…
— ○ ⏳ — N/A N/A — — —
65545
aiyanbo
Enables AI assistants to interact with Salesforce data by listing objects, desc…
— ○ ⏳ — — — — — —
65546
jcooley8
Visual feedback as agent work packets. Stakeholders drop pins on your live app;…
— ○ ⏳ — — — — — —
65547
BlueprintLabIO
tidebase Claim
Inspect Tidebase agent runs, resolve approval gates, and trigger recovery from …
— ○ ⏳ — N/A N/A — — —
65548
CSOAI-ORG
accessibility-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
65549
upascal
A remote MCP server for reading, writing, and managing items in your Zotero lib…
— ○ ⏳ — — — — — —
65550
megedtal
outlook_mcp Claim
Connects Claude to Microsoft 365 Outlook and Google Gmail APIs for email search…
— ○ ⏳ — — — — — —
Showing 65501–65550 of 69007 servers