MCP Server Quality Scores

Independent quality analysis of 69199 public MCP servers

69199
Discovered
→
33883
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 31 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
50451
tomwojcik
hn-mcp Claim
MCP server enabling AI agents to interact with Hacker News, including fetching …
— ○ ⏳ — N/A N/A — — —
50452
easydocforms
EasyDocForms Claim
Healthcare intake for agents: import blank PDFs, create patient fill links, fet…
— ○ ⏳ — N/A N/A — — —
50453
usewrit
Writ Cloud Claim
Read, crawl and act on websites, signed in as the user, and turn any site into …
— ○ ⏳ — — — — — —
50454
makomori
A CLI tool that registers OpenAPI GET endpoints as MCP tools, enabling API requ…
— ○ ⏳ — — — — — —
50455
zakariahere
kafka-mcp Claim
Exposes Kafka administration operations as MCP tools, enabling AI agents to ins…
— ○ ⏳ — — — — — —
50456
GordonHal
AI transaction coordinator + legal-matters platform for real estate and law fir…
— ○ ⏳ — — — — — —
50457
gunsnation
The Gunsnation MCP Server is a lightweight integration layer that exposes the G…
— ○ ⏳ — — — — — —
50458
Koslovski79
Wraps multiple bug bounty platform APIs (HackerOne, Bugcrowd, etc.) behind a un…
— ○ ⏳ — — — — — —
50459
nocall-corp
Enables access to Google Workspace services (Calendar, Gmail, Drive, Tasks) via…
— ○ ⏳ — — — — — —
50460
wizkid17
MCP server for Magic: The Gathering card prices, deck analysis, sealed product …
— ○ ⏳ — — — — — —
50461
Phamtuandat
Profile-driven MCP server for safely inspecting and changing local Git reposito…
— ○ ⏳ — — — — — —
50462
markhaines
dockhand-mcp Claim
Exposes the Dockhand Docker management API as tools for LLMs, enabling containe…
— ○ ⏳ — N/A N/A — — —
50463
SsangG77
Analyzes public Instagram post URLs, returning captions and photos as image con…
— ○ ⏳ — N/A N/A — — —
50464
Jluethke
A unified MCP server for marketing analytics and management across Google Ads, …
— ○ ⏳ — — — — — —
50465
AjvoGod
powerbi-mcp Claim
MCP server for Power BI — local PBIX file analysis, cloud API operations, repor…
— ○ ⏳ — — — — — —
50466
yihan2099
apple-fm-mcp Claim
MCP server that enables local Apple on-device Foundation Model access via any M…
— ○ ⏳ — N/A N/A — — —
50467
pipeworx-io
Enables AI agents to search and query Los Angeles County open geospatial datase…
— ○ ⏳ — — — — — —
50468
Tianyu-Qu
Enables PubMed literature search, metadata retrieval, BibTeX export, and eviden…
— ○ ⏳ — — — — — —
50469
joinmassive
Gives AI agents real-time web access with JS rendering, captcha solving, and ge…
— ○ ⏳ — — — — — —
50470
socialityio
Social media analytics, post insights, and competitor benchmarking for AI agent…
— ○ ⏳ — — — — — —
50471
rerofumi
MCP server that provides image generation, captioning, and tagging via ComfyUI …
— ○ ⏳ — N/A N/A — — —
50472
adityaarsharma
Self-hosted technical SEO audit MCP. 50+ checks, WAF detection, ephemeral. Buil…
— ○ ⏳ — N/A N/A — — —
50473
dnsdoctor
dns-doctor Claim
Scan and fix email auth (SPF, DMARC, DKIM, MX, blacklists, expiry) + DNS checks…
— ○ ⏳ — — — — — —
50474
junter1989k-ai
Vietnam MISA meInvoice: AI agents create, publish and query e-invoices, statele…
— ○ ⏳ — — — — — —
50475
venkatanaveen2078909-rgb
An MCP-compatible RAG backend using LangGraph and FastAPI, enabling chaining of…
— ○ ⏳ — — — — — —
50476
HyperBDR
beacon-mcp Claim
MCP server for the beacon log analytics platform, exposing beacon's REST API as…
— ○ ⏳ — — — — — —
50477
MauricioIPastora
A simple MCP server that provides greeting tools and server information.
— ○ ⏳ — N/A N/A — — —
50478
savantcat
把 AI 答案/竞品内容当语料,找出反复出现的说法、被反复引用的信源与答案同质化程度,含对照组自检
— ○ ⏳ — N/A N/A — — —
50479
cstillick
who_reps-mcp Claim
Given a U.S. street address, returns the people who represent it (U.S. Senators…
— ○ ⏳ — — — — — —
50480
odfalik
uthere Claim
Camera-based presence detection MCP server for Claude Code. Uses your webcam to…
— ○ ⏳ — N/A N/A — — —
50481
NoBanks
outrank-mcp Claim
MCP server for Outrank that enables AI agents to verify credits, manage website…
— ○ ⏳ — — — — — —
50482
Rumblingb
Enables AI agents to search, read, and explore Wikipedia articles via tools lik…
— ○ ⏳ — — — — — —
50483
dawa
A proof-of-concept MCP server implementing OAuth 2.1 authorization with CIMD cl…
— ○ ⏳ — N/A N/A — — —
50484
socialgroundco
hellohop Claim
Read WhatsApp chats and groups, and send messages when allowed, through the Hel…
— ○ ⏳ — N/A N/A — — —
50485
kbrayatl
RepScale Claim
Research B2B prospects, get the recommended sales angle, and prep for meetings …
— ○ ⏳ — — — — — —
50486
FraanW
A powerful MCP server that integrates MATLAB with AI, allowing you to execute M…
— ○ ⏳ — N/A N/A — — —
50487
friedice5467
Automates mobile game dailies on BlueStacks via ADB using a dual-LLM architectu…
— ○ ⏳ — N/A N/A — — —
50488
wjddusrb03
Combines Naver DataLab trends, blog/news search, translation, and Unsplash imag…
— ○ ⏳ — — — — — —
50489
olederkach
bcdocker Claim
MCP server for managing Business Central Docker containers, enabling AI assista…
— ○ ⏳ — N/A N/A — — —
50490
Tatsh
wiswa-mcp Claim
FastMCP server exposing Wiswa settings discovery to AI assistants such as Claud…
— ○ ⏳ — N/A N/A — — —
50491
Paulpey13
Enables natural language interaction with the Labguru laboratory management sys…
— ○ ⏳ — — — — — —
50492
1clickreport
1ClickReport Claim
40 tools for marketing analytics, campaign management, and AI monitoring across…
— ○ ⏳ — — — — — —
50493
jarod-vyent
An MCP server for XRP Ledger identity features including DIDs, credentials, mul…
— ○ ⏳ — — — — — —
50494
aerolalit
Pane Claim
Hand a human a rich interactive UI by URL and get structured data back, from an…
— ○ ⏳ — N/A N/A — — —
50495
konradbachowski
anchor-debug Claim
Provides structured access to Solana Anchor error data, enabling AI coding agen…
— ○ ⏳ — N/A N/A — — —
50496
dwinter3
Connects Claude Desktop to the OAPT MCP server for natural-language queries acr…
— ○ ⏳ — — — — 81 —
50497
MatinMHF
A minimal MCP server that enables creating GitHub repositories, committing file…
— ○ ⏳ — — — — — —
50498
lacrif
Enables querying and modifying ArchiMate enterprise architecture models from XM…
— ○ ⏳ — N/A N/A — — —
50499
Ansvar-Systems
Enables querying Latvian cybersecurity data, including regulations, guidelines,…
— ○ ⏳ — — — — — —
50500
qinisolabs
floodwise Claim
England flood-risk by postcode from official Environment Agency open data (OGL)…
— ○ ⏳ — N/A N/A — — —
Showing 50451–50500 of 69199 servers