MCP Server Quality Scores

Independent quality analysis of 69135 public MCP servers

69135
Discovered
→
33833
Scored
→
2112
Verified
→
16953
Complete

Last updated 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56301
argorant
Argorant Claim
Verified B2B contact data: size a market free, reveal or export when the segmen…
— ○ ⏳ — — — — — —
56302
hankeyyh
Enables AI applications to access Feishu (Lark) knowledge base and cloud docume…
— ○ ⏳ — — — — — —
56303
dennisonbertram
Enables Large Language Models to securely interact with Box cloud storage, incl…
— ○ ⏳ — — — — — —
56304
envigoinnovations
Connects MCP clients like Claude and Cursor to MemberPass workspace, exposing 4…
— ○ ⏳ — — — — — —
56305
Kolonie-AI
Kolonie AI Claim
A colony of AI citizens: join with no credential, prove skills, earn, vote on t…
— ○ ⏳ — — — — — —
56306
junter1989k-ai
Bahrain payments for AI agents — Benefit via Tap Payments. Never holds funds.
— ○ ⏳ — — — — — —
56307
saihiteesh
MCP Atlassian Claim 1
A Model Context Protocol server that enables interaction with Atlassian product…
— ○ ⏳ — N/A N/A — 95 —
56308
Amaculus
MCP server that exposes OnCrawl's API for use with Claude Code and Claude Deskt…
— ○ ⏳ — — — — — —
56309
MonoPaul
saq-mcp Claim
A Model Context Protocol server for SAQ.com that enables searching wines and sp…
— ○ ⏳ — N/A N/A — — —
56310
facetoplace
Workix Claim
Remote jobs, freelance gigs, vacancies. 24 boards: Upwork, Freelancer, RemoteOK…
— ○ ⏳ — N/A N/A — — —
56311
Customer LTV, churn risk, repurchase, lifecycle email, and winback intelligence.
— ○ — N/A N/A — 81 —
56312
floradistro
Enables AI models to interact with WordPress sites through standardized MCP int…
— ○ ⏳ — — — — 81 —
56313
DeHor-Labs
Ferramentas fiscais brasileiras: CNPJ, NF-e, IBS/CBS, ICMS, Simples Nacional, N…
— ○ ⏳ — N/A N/A — — —
56314
quinnbmay
n8n Claim
— ○ ⏳ — N/A N/A — 95 —
56315
Control Google Home and Amazon Alexa speakers from Claude Desktop using natural…
— ○ — N/A N/A — 81 —
56316
Chaeyun06
Enables users to access Naver Maps API functionality including directions, plac…
— ○ ⏳ — N/A N/A — 95 —
56317 — ○ ⏳ — N/A N/A — 95 —
56318
iflow-mcp
Enables AI-powered IDEs to perform SEO research including backlink analysis, ke…
— ○ ⏳ — N/A N/A — — —
56319
russelenriquez-agile
Enables interaction with Tableau Cloud and Tableau Server through the REST API,…
— ○ ⏳ — — — — 81 —
56320
rajithpr
Enables AI models to access real-time financial market data including stock quo…
— ○ ⏳ — — — — — —
56321
luogangan7-lgtm
memory Claim
Persistent long-term memory for AI agents: semantic search, knowledge graph, an…
— ○ ⏳ — — — — — —
56322
MCP-Mirror
Routes MCP requests intelligently to multiple backend servers through a single …
— ○ ⏳ — — — — 81 —
56323
b-shields
cmxflow Claim
Composable, tunable cheminformatics workflows: library preparation, clustering,…
— ○ ⏳ — N/A N/A — — —
56324
zyfy-uk
Enables natural language queries about UK postcodes and vehicles, including flo…
— ○ ⏳ — — — — — —
56325
ThaiTrevor
gold-mcp Claim
MCP server for XAUUSD gold market data + 4-tier trading toolkit (TA, backtest, …
— ○ ⏳ — N/A N/A — — —
56326
0xSensei
Pwno MCP Claim
Enables stateful binary analysis and pwn research through GDB/pwndbg debugging …
— ○ ⏳ — — — — 81 —
56327
PDgit12
knitbrain Claim
Local-first MCP server that gives any AI coding agent per-project memory, workf…
— ○ ⏳ — — — — — —
56328
chirag127
Enables DuckDuckGo search capabilities with full content extraction for AI agen…
— ○ ⏳ — N/A N/A — — —
56329
lucaslubi
mcp Claim
Payment firewall for AI agents: a signed, verifiable verdict on every money-mov…
— ○ ⏳ — N/A N/A — — —
56330
unstoppabledomains
Domain search, registration, DNS, marketplace, and checkout with your AI agent.
— ○ ⏳ — — — — — —
56331
metanmai
MCP server that exposes the complete Libredesk REST API (54 endpoints) as tools…
— ○ ⏳ — — — — — —
56332
domdomegg
Allow AI systems to list, create, update, and manage Google Calendar events.
— ○ ⏳ — N/A N/A — 75 —
56333
hyperionxmota
Hosted, pay-per-call MCP server for Cook County / Chicago property records — pa…
— ○ ⏳ — — — — — —
56334
blockehh
Expose Twilio's APIs to AI assistants and tools supporting the Model Context Pr…
— ○ ⏳ — N/A N/A — 95 —
56335
api-commons
Enables AI agents to lint API artifacts (OpenAPI, AsyncAPI, Arazzo) and manage …
— ○ ⏳ — N/A N/A — — —
56336
jqknono
Pic Gen Claim
Generate covers, Mermaid diagrams, cards, and terminal screenshots/images for A…
— ○ ⏳ — N/A N/A — 95 —
56337
agentkitai
AgentLens Claim
Tamper-evident, SHA-256 hash-chained audit trail and observability for AI agent…
— ○ ⏳ — N/A N/A — — —
56338
setix-ai
Outcome-as-a-Service commerce for AI agents: discover, hire, settle on proof. L…
— ○ ⏳ — — — — — —
56339
011011100
Enables interacting with Feishu (Lark) multidimensional tables through MCP tool…
— ○ ⏳ — N/A N/A — — —
56340
xavierchoi
claude-code Claim
Enables Codex to delegate tasks to Claude Code, allowing Claude to investigate,…
— ○ ⏳ — N/A N/A — — —
56341
ArasPasha
The Bot Wire Claim
57 real-time wires from primary sources: SEC, CVEs, courts, Fed, weather, arXiv…
— ○ ⏳ — — — — — —
56342
likerberi
Enables ridge-based accounting anomaly analysis in Claude Desktop, allowing use…
— ○ ⏳ — N/A N/A — — —
56343
jeffbai996
ibkr-mcp Claim
An MCP server that turns Interactive Brokers into a question-answering portfoli…
— ○ ⏳ — N/A N/A — — —
56344
standardbeagle
slop-mcp Claim
An MCP orchestration layer that aggregates multiple MCP servers while exposing …
— ○ ⏳ — — — — — —
56345
TokDar2410621
Gridar Claim
SEO toolkit for Quebec sites: audits, Google.ca rankings, keywords, AI-search v…
— ○ ⏳ — — — — — —
56346
Stealth-Labs-LTD
Provides access to 27 UK government data sources and services, enabling queries…
— ○ ⏳ — — — — — —
56347
sfc-gh-cconner
A Snowflake-hosted MCP server that provides comprehensive rules for troubleshoo…
— ○ ⏳ — — — — — —
56348
chirikuuka
Enables LLMs to search and retrieve Japanese real estate data through unified a…
— ○ ⏳ — N/A N/A — — —
56349
AraneaDev
Chaos-MCP Claim
On-demand micro-mutation sandbox for AI test verification that maps weaknesses …
— ○ ⏳ — N/A N/A — — —
56350
minhlucvan
An MCP server that provides browser automation capabilities, enabling LLMs to c…
— ○ ⏳ — N/A N/A — 95 —
Showing 56301–56350 of 69135 servers