MCP Server Quality Scores

Independent quality analysis of 69007 public MCP servers

69007
Discovered
→
33721
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 55 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
65401
mateusoliveirab
Acts as a unified dispatch hub for local coding agent CLIs, supporting capabili…
— ○ ⏳ — N/A N/A — — —
65402
tobiasGuta
recon-mcp Claim
A local Python MCP server for safe, human-led bug bounty recon, providing light…
— ○ ⏳ — N/A N/A — — —
65403
RaulSaavedraDeLaRiera
Enables searching a knowledge base and asking grounded questions with hybrid re…
— ○ ⏳ — N/A N/A — — —
65404
Arthurzxy
Native MCP server for controlling AMD/Xilinx Vivado on Windows and Linux via pe…
— ○ ⏳ — N/A N/A — — —
65405
vdpeijl
web-docs-mcp Claim
MCP server for searching web documentation via sitemap.xml, enabling semantic s…
— ○ ⏳ — N/A N/A — — —
65406
chelseyklein
An MCP server that lets Claude check your Nitrado-hosted ARK server: live statu…
— ○ ⏳ — — — — — —
65407
wondeks
Allows MCP clients like Claude Desktop or Cursor to perform Unity Editor action…
— ○ ⏳ — N/A N/A — — —
65408
WenyuChiou
A structured, trilingual (繁中 / 简中 / English) learning roadmap for agentic AI — …
— ○ ⏳ — N/A N/A — 95 —
65409
TheGreatAxios
A lightweight MCP server that enables AI assistants to securely read, create, a…
— ○ ⏳ — N/A N/A — — —
65410
pmxt-dev
pmxt-mcp Claim
MCP server that provides a unified prediction market API for multiple venues li…
— ○ ⏳ — — — — — —
65411
Logitale
Generate crypto QR codes (BTC, ETH, SOL, USDC, USDT, EURC) and manage payment s…
— ○ ⏳ — N/A N/A — — —
65412
motiveflowllc
AgentVault Claim
Discover, verify, and connect to AI agents with E2E encrypted messaging and tru…
— ○ ⏳ — N/A N/A — 83 —
65413
enelyse
Bridges the Model Context Protocol to the Tabular Object Model, enabling natura…
— ○ ⏳ — N/A N/A — — —
65414
mickae1
Enables AI assistants to interact with a Homebox inventory system to search, cr…
— ○ ⏳ — N/A N/A — — —
65415
gomission
Mission MCP Claim
Trust Graduation gate for AI agents: visible approval ceremonies and receipt-ba…
— ○ ⏳ — — — — — —
65416
hahatu112113
Bridges Large Language Models with Unreal Engine 5 via the Model Context Protoc…
— ○ ⏳ — N/A N/A — — —
65417
avdivo
MCP server for image recognition via OpenRouter AI. It sends an image to a prim…
— ○ ⏳ — N/A N/A — — —
65418
OriShmila
Integrates with YouTube's Data API to enable video search, detailed video infor…
— ○ ⏳ — — — — — —
65419
bgrgndzz
Enables querying and analyzing Datadog logs through search, aggregation, and in…
— ○ ⏳ — N/A N/A — — —
65420
nsvk13
A Model Context Protocol (MCP) server that provides Claude Desktop with tools t…
— ○ ⏳ — — — — — —
65421
fangfuzha
article-mcp Claim
Enables multi-source literature search, full-text retrieval, reference analysis…
— ○ ⏳ — — — — — —
65422
biothings
Enables integration between MCP-compatible clients and APIs registered in the S…
— ○ ⏳ — — — — — —
65423
srishtivverma
allai Claim
— ○ ⏳ — N/A N/A — 95 —
65424
coco4atJP
Enables parallel code generation and review via MCP with fault-tolerant worker …
— ○ ⏳ — N/A N/A — — —
65425
kessenma
An MCP server for tailing Re.Pack/Rspack dev server logs. Enables AI assistants…
— ○ ⏳ — N/A N/A — — —
65426
eltyBelgium
sendfox-mcp Claim
A remote MCP server template deployable on Cloudflare Workers without authentic…
— ○ ⏳ — — — — — —
65427
aristath
Provides live Greek weather data from EMY, including forecasts, alerts, marine …
— ○ ⏳ — — — — — —
65428
CollHub Claim 1
Documents, projects, comments, workflows and data sources of your CollHub insta…
— ○ — N/A N/A — 81 —
65429
zmij
A CLI + bundled MCP server for managing Google Play Console metadata, screensho…
— ○ ⏳ — N/A N/A — 95 —
65430
neverMEH
An MCP server that provides Claude Desktop access to SmartScout's Amazon market…
— ○ ⏳ — — — — — —
65431
adelaidasofia
Local-first personal finance MCP. Aggregates bank, brokerage, credit, and loan …
— ○ ⏳ — N/A N/A — — —
65432
ddunford
Generates images from text prompts using ElevenLabs' image generation API via b…
— ○ ⏳ — N/A N/A — — —
65433
kirill-markin
Read and write open-source flashcards through split read/write MCP tools.
— ○ ⏳ — — — — — —
65434
caitlyn-ai
Exposes OpenAPI specifications as queryable documentation resources for LLMs, e…
— ○ ⏳ — — — — — —
65435
sirmos
Enables benchmarking and inference of LLMs on Arm64 cloud instances with Kleidi…
— ○ ⏳ — — — — — —
65436
maohuihua123
Enables natural language interaction with any Swagger/OpenAPI-defined API, allo…
— ○ ⏳ — — — — — —
65437
Soflutionltd
depsonar Claim
Comprehensive dependency audit MCP server supporting 9 languages and 23 tools f…
— ○ ⏳ — N/A N/A — 95 —
65438
studiolab-dev
gency-mcp Claim
Gency AI product image generation - MCP server for Claude, Codex, Cursor, VS Co…
— ○ ⏳ — N/A N/A — — —
65439
luiscarone
Provides comprehensive access to Autodesk Fusion 360 Python API documentation, …
— ○ ⏳ — N/A N/A — — —
65440
Fernandocgomez
A modular MCP server that provides custom tools for AI assistants to interact w…
— ○ ⏳ — N/A N/A — — —
65441
magiclane
Enables AI agents to become geospatially intelligent assistants with tools for …
— ○ ⏳ — — — — — —
65442
rorygeddes
MCP server that lets Claude read live financial data from Luni, including perso…
— ○ ⏳ — — — — — —
65443
groundcobra009
Unofficial MCP server for Yahoo! Transit that provides Japanese train route sea…
— ○ ⏳ — — — — — —
65444
r0x0d
MCP server for academic research using the OpenAlex API, enabling article searc…
— ○ ⏳ — — — — — —
65445
daviddme
Enables querying U.S. politician stock trades from public disclosures, running …
— ○ ⏳ — N/A N/A — — —
65446
datamammoth
A Model Context Protocol (MCP) server that lets AI assistants manage DataMammot…
— ○ ⏳ — — — — — —
65447
andras-tkcs
noteker Claim
Converts handwritten PDF notes into clean Markdown using Claude Vision, with to…
— ○ ⏳ — N/A N/A — — —
65448
pmboxbiz
mcp-ssh-live Claim
Interactive, streaming SSH tool for LLM agents that enables spawning long-runni…
— ○ ⏳ — N/A N/A — — —
65449
Cosmicjedi
Enables remote Windows server administration and troubleshooting via WinRM and …
— ○ ⏳ — N/A N/A — — —
65450
zhizhuodemao
frida-mcp Claim
An MCP server that enables AI models to perform Android dynamic analysis using …
— ○ ⏳ — N/A N/A — — —
Showing 65401–65450 of 69007 servers