MCP Server Quality Scores

Independent quality analysis of 69448 public MCP servers

69448
Discovered
→
34084
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 36 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36301
theYahia
MCP server for TGStat API that provides analytics for Telegram channels, includ…
— ○ ⏳ — — — — — —
36302
illinigirl
Plans a week of meals from a local recipe library, optimizing for shared ingred…
— ○ ⏳ — N/A N/A — — —
36303
GATSV-tech
epiphany Claim
One private, local memory your AI tools share. Cross-model, on-device, never lo…
— ○ ⏳ — N/A N/A — — —
36304
ArsenalPAC
Enable AI assistants to manage broadcast messaging, email campaigns, and contac…
— ○ ⏳ — N/A N/A — 95 —
36305
Eddy1919
Hunch Claim
Calibrated judgments for text: yes/no probabilities, picks from your options, o…
— ○ ⏳ — — — — — —
36306
tinywind
bash-mcp Claim
Enables executing shell commands without permission prompts, including running …
— ○ ⏳ — N/A N/A — — —
36307
sole03
Captures code modifications via AST analysis, generates reusable rules, and inj…
— ○ ⏳ — N/A N/A — — —
36308
ceeyang
MCP server for Zentao that reads bugs, extracts reproduction steps, and allows …
— ○ ⏳ — — — — — —
36309
stormbliss
Enables monitoring and management of SD-WAN devices through REST API endpoints,…
— ○ ⏳ — — — — — —
36310
weekdmond
Save, search, and compile valuable knowledge from your Claude conversations.
— ○ ⏳ — N/A N/A — 95 —
36311
zriyansh
Enables interaction with CustomGPT.ai agents through the Model Context Protocol…
— ○ ⏳ — N/A N/A — — —
36312
redhat-community-ai-tools
jenkins-mcp Claim
Enables interaction with multiple Jenkins instances from a single MCP server, u…
— ○ ⏳ — — — — — —
36313
SoftEgLi
xhs-mcp Claim
A MCP server for Xiaohongshu that enables account login, copywriting generation…
— ○ ⏳ — N/A N/A — — —
36314 — ○ ⏳ — N/A N/A — 95 —
36315
kinthaiofficial
Exposes DeerFlow's multi-agent capabilities (deep research, data analysis, char…
— ○ ⏳ — — — — — —
36316
Sentinel-One
Enables MCP clients to interact with SentinelOne's cybersecurity platform for s…
— ○ ⏳ — — — — — —
36317
carlformigoni
An MCP server that reads all your Claude Code project memory files and exposes …
— ○ ⏳ — N/A N/A — — —
36318
Guitarmaniac24
GetABrain Claim
Real human judgment as agent tools — ask a question, get a structured human ans…
— ○ ⏳ — N/A N/A — — —
36319
juanascencion-guild
Enables deployment of MCP servers on Cloudflare Workers without authentication …
— ○ ⏳ — — — — 81 —
36320
dominion525
familiar-mcp Claim
MCP server that drives the user's real signed-in Chrome on macOS via AppleScrip…
— ○ ⏳ — N/A N/A — — —
36321
mikolajwojcicki
Exposes the sigmap MCP server (code analysis tools) over Streamable HTTP via su…
— ○ ⏳ — N/A N/A — — —
36322
ub-dev-7
Provides 11 powerful tools for Angular development with enterprise-grade templa…
— ○ ⏳ — — — — 81 —
36323
PropterMalone
soapstone Claim
Context-anchored gotcha notes for LLM agents that surface warnings at the point…
— ○ ⏳ — N/A N/A — — —
36324
ColinHughes2121
omnicall-mcp Claim
Keyless, pay-per-call AI gateway: 248 LLMs plus image/video/voice/music generat…
— ○ ⏳ — — — — — —
36325
eduresser
Enables code execution in isolated Docker containers with persistent IPython, N…
— ○ ⏳ — N/A N/A — — —
36326
drgost1
Bridges AI assistants to Roblox Studio with 51 tools for exploring, editing, an…
— ○ ⏳ — N/A N/A — — —
36327
A sample MCP server for testing
— ○ — N/A N/A — 81 —
36328
yeswanthreddyk
Connects to Google Analytics 4 to run reports, manage configurations, and retri…
— ○ ⏳ — N/A N/A — — —
36329
nikhil-bhat
Search coding challenge solutions by keyword and optionally filter by programmi…
— ○ ⏳ — N/A N/A — 95 —
36330
stevenroman91
homotope Claim
Vectorize images to SVG, PDF, EPS or DXF, and check a DXF before cutting.
— ○ ⏳ — — — — — —
36331
pflerman
gimp-mcp Claim
Bridges GIMP image editing with AI assistants via the Model Context Protocol, e…
— ○ ⏳ — N/A N/A — — —
36332
xiaobenyang-com
edge-tts Claim
Convert text into natural-sounding speech for fast audio creation. Orchestrate …
— ○ ⏳ — N/A N/A — 95 —
36333
dewalt-1
A Claude skill + MCP server that tells you how Deutsche Bahn delays will affect…
— ○ ⏳ — — — — — —
36334
vmoranv
JsHookMcp Claim
The js hook toolkit that all you need
— ○ ⏳ — N/A N/A — — —
36335
cyanheads
Search Stack Exchange questions, fetch Q&A threads as markdown, look up tag FAQ…
— ○ ⏳ — — — — — —
36336
EezyMAcc
Tattoo Feed Claim
An MCP server that lets an LLM client browse and curate posts from a hand-picke…
— ○ ⏳ — N/A N/A — — —
36337
SMABoundless
Gives Claude full read/write access to your Zotero reference library, enabling …
— ○ ⏳ — — — — — —
36338
PaulVineethP
Enables AI assistants to interact with Azure DevOps APIs for managing projects,…
— ○ ⏳ — — — — — —
36339
antivirusakash
Generate images dynamically using the OpenAI gpt-image-1 model. Enhance your ap…
— ○ ⏳ — N/A N/A — 95 —
36340
ChristianHohlfeld
Enables automation and external tool interaction with a digital business proces…
— ○ ⏳ — N/A N/A — — —
36341
clauxel
A paid remote MCP for HyperFrames, built to return verdicts, receipts, usage lo…
— ○ ⏳ — — — — — —
36342
wasintoh
Operate your LINE Official Account from any AI agent through natural language.
— ○ ⏳ — — — — — —
36343
cryptoken
Enables AI assistants to access Google Trends data for comparing keywords, disc…
— ○ ⏳ — N/A N/A — — —
36344
HughKantsime
Enables AI agents to operate a 3D print farm via O.D.I.N. backend, including jo…
— ○ ⏳ — N/A N/A — — —
36345
hareramray
simple-mcp Claim
A minimal MCP server providing basic tools for arithmetic, text echoing, and ti…
— ○ ⏳ — — — — — —
36346
JacobJandon
OnionClaw Claim
OnionClaw™ — OpenClaw skill for full Tor dark web access: search .onion sites, …
— ○ ⏳ — N/A N/A — — —
36347
dkeeno
An MCP server for generating Kubernetes manifests (deployments, services, confi…
— ○ ⏳ — N/A N/A — — —
36348
aathishwar-13
Windows-focused MCP server for terminal automation with persistent PowerShell s…
— ○ ⏳ — N/A N/A — — —
36349
Ansvar-Systems
Query Danish laws and regulations, EU cross-references, case law, and preparato…
— ○ ⏳ — N/A N/A — 95 —
36350
aauth-dev
@aauth/praca Claim 1
An MCP server that brokers discovery and interaction with AAuth resources, prov…
— ○ ⏳ — N/A N/A — 95 —
Showing 36301–36350 of 69448 servers
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