MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 34 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
44401
weiyongxu
mne-docs Claim 1
MCP server for MNE-Python documentation, source code, GitHub issues, and forum
N/A N/A 83
44402
Compose MCP Claim 1
Typed feature management for compose projects: roadmap, changelog, artifacts, j…
N/A N/A 81
44403
eltociear
EVM contract/token risk check + ERC20 approval (proxy, EIP-7702, unlimited-allo…
N/A N/A
44404
ArchieMcM234
Enables Claude Code to transcribe audio and video files using the Speechmatics …
N/A N/A
44405
crisng95
FBEM Claim
An MCP server that enables AI agents to post Reels and Photos to Facebook by ca…
N/A N/A
44406
brocla
Enables AI assistants to perform real network diagnostics on the local machine,…
N/A N/A
44407
uofuonye
regulatory Claim
Live US federal and state regulatory changes and grant programs, every result c…
44408
GC108
Model Context Protocol server for Steam Launch Forecaster, exposing calibrated …
44409
PurpleSquirrelMedia
Enables Claude to delegate tasks to IBM watsonx.ai foundation models (Granite, …
81
44410
a2395663320
abc Claim
N/A N/A 95
44411
laiyenju
Enables querying Figma Config 2026 sessions, speakers, and agenda via Claude wi…
44412
MarceloEmmerich
Model Context Protocol server for the mite time tracking API, enabling time ent…
44413
junter1989k-ai
Italy shipping labels for AI agents: buy Poste Italiane and more, track and ref…
44414
g2zz
A local MCP server that delegates tasks to a subagent runtime via OpenAI-compat…
N/A N/A
44415
DennisPrediger
slac-mcp Claim
MCP server exposing SLAC (Simple Logic & Arithmetic Compiler) as tools for LLM …
N/A N/A
44416
luis.ticas1
vsfclub1 Claim
N/A N/A 95
44417
golden-horizon
Enables SOC analysts to analyze security incidents, map to MITRE ATT&CK, calcul…
N/A N/A
44418
gabriellambrechtfranco
cep-tools Claim
An MCP server that provides a tool to query Brazilian postal codes (CEPs) via t…
44419
pipeworx-io
mcp-imei Claim
Validates IMEI numbers with Luhn check and computes the check digit; works offl…
44420
maple-awa
A Model Context Protocol server exposing 58 online tools (crypto, data, image, …
N/A N/A
44421
jpbester
Enables AI agents to generate images and text using Pollinations.ai, with SSE s…
N/A N/A
44422
DonMrMango
A comprehensive integration providing 114 tools to manage Google Drive, Docs, S…
81
44423
aaddrick
Exposes VSCode's Language Server Protocol features through MCP, enabling AI ass…
N/A N/A 95
44424
yasiraquil
Enables sending, reading, and managing Gmail emails through MCP clients like Cl…
N/A N/A
44425
@nera0875
ssh-mcp Claim
N/A N/A 95
44426
noimank
FNewsCrawler Claim
已废弃的财经信息MCP服务,提供实时财经资讯,建议转向新项目OmniData。
44427
Ethereal-Jay
Enables managing Pterodactyl Game Panel servers via Client and Application APIs…
44428
Luminc
Peil Claim
Log hours, draft invoices and check where you stand — finance for Dutch freelan…
N/A N/A
44429
bytesbrains
A text-first headless browser MCP server that extracts DOM and OCR text from we…
N/A N/A
44430
yoshinaga2015
kanpou-mcp Claim
MCP server for searching Japanese government procurement notices via the Kanpou…
44431
Devrajsinh-Jhala
npx-vibe Claim
Read-only npm package and project dependency preflight tools for AI application…
N/A N/A
44432
pronzzz
A sandboxed, read-only MCP server that safely exposes system metrics, container…
N/A N/A
44433
SignaTrustDev
Enables AI assistants to manage document signing workflows via natural language…
N/A N/A
44434
FengLiangcheng-hfut
ScholarMind Claim
A multimodal academic research assistant for LLM Agent papers, enabling paper s…
N/A N/A
44435
nkbud
Exposes ATTOM's real estate API as MCP tools, enabling property details, valuat…
44436
datasynx
Observes tasks and generates anonymized SOPs — task tracking and SOP review via…
N/A N/A
44437
Knight60
Lets AI assistants control a live ArcGIS Pro session through arcpy, including l…
N/A N/A
44438
drumbeats-io
MCP server for Drumbeats monitoring. Enables creating monitors, triaging incide…
44439
bkaes
espanso-mcp Claim
An MCP server for managing Espanso text expansion configurations, enabling AI a…
N/A N/A
44440
Vlex127
SecureOps AI Claim
Local security auditing powered by LLMs via Model Context Protocol (MCP) — keep…
N/A N/A
44441
Sendmux
AI email inbox and sending tools with attachments, search, live events, and web…
44442
cyanheads
Fetch US Bureau of Labor Statistics data — CPI, unemployment, wages, JOLTS, and…
44443
smythmyke
Patent intelligence and prior-art research for the AI Patent Search Generator. …
44444
ddewaele
A Model Context Protocol server for SharePoint file and folder management using…
44445
vinothbhc1986
Enables browser automation using Playwright, allowing LLMs to interact with web…
44446
goddivor
teams-mcp Claim
Enables AI assistants to interact with Microsoft Teams, users, chats, files, an…
44447
leocelis
Tracks conversation health in real time — drift, desync, and causal collapse — …
44448
DaniGhosy
Enables AI assistants to interact with Autodesk Civil 3D through natural langua…
N/A N/A
44449
Nayef-Abou-Tayoun
Enables AI agents to interact with IBM OpenPages GRC platform through a standar…
44450
pdone
MCP server that provides 56 API interfaces covering real-time quotes, financial…
Showing 44401–44450 of 67197 servers
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