MCP Server Quality Scores

Independent quality analysis of 33641 public MCP servers

33641
Discovered
28634
Scored
2047
Verified
16957
Complete

Last updated 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
19751
MukundaKatta
agentfit Claim 1
Token-aware message truncation: fit a chat history into your model's context bu…
B 79 33 84 N/A N/A 50 95
19752
Writio
writio-mcp-server Claim
LinkedIn-native AI content creation, scheduling & analytics. Write and post on …
B 79 43 90 72 N/A 54 90
19753
dend
🧱 MCP App for making my brick dreams a reality
B 79 33 74 N/A N/A 65 95
19754
SamDreamsMaker
Control Unity Editor from AI agents. 200+ MCP tools for GameObjects, Scenes, As…
B 79 33 84 N/A N/A 50 95
19755
blackwell-systems
LSP-MCP Claim 1
Bridges the Model Context Protocol with Language Server Protocol to provide AI …
B 79 33 78 N/A N/A 58 95
19756
ShipItAndPray
mcp-turboquant Claim 1
LLM quantization via tool call. Convert models to GGUF, GPTQ, and AWQ formats. …
B 79 33 78 N/A N/A 60 95
19757
agent-blueprint
Agent Blueprint Claim
Explore and download AI agent blueprints as Agent Skills directories for coding…
B 79 33 88 N/A N/A 59 83
19758
hiraishikentaro
WezTerm MCP Server Claim
Enable integration of WezTerm terminal emulator with external tools and resourc…
B 79 33 86 N/A N/A 47 95
19759
ravidorr
murphys-laws Claim
Access 1,500+ Murphy's Laws: search, browse by category, random, daily, submit.
B 79 33 78 N/A N/A 58 95
19760
srmorete
Mobile Device MCP Claim
Control iOS and Android devices with multi-device and seamless Native/WebView s…
B 79 33 72 N/A N/A 71 95
19761
psyb0t
Stealth browser automation that actually works. Runs Camoufox (custom Firefox) …
B 79 33 78 N/A N/A 59 95
19762
m4yk3ldev
notebooklm-mcp Claim 1
MCP server for Google NotebookLM — 32 tools for notebooks, sources, research, a…
B 79 33 61 N/A N/A 86 95
19763
itsbrex
Model Context Protocol server for Attio CRM - enables Claude Desktop and Cursor…
B 79 43 96 62 N/A 51 95
19764
easecloudio
A comprehensive Model Context Protocol server for Metabase integration, develop…
B 79 44 96 57 69 86
19765
Robocular
spawnpay Claim
Crypto wallets, payments, and referral earnings for AI agents on Base L2
B 79 33 90 N/A N/A 55 83
19766
Beever-AI
beever-atlas Claim
Your First LLM-Wiki Conversation Knowledge Base
B 79 33 62 N/A N/A 86 95
19767
ykshah1309
Stealth Agent Browser Claim 2
Stealth Chromium MCP server with hybrid AOM + Set-of-Mark vision and Readabilit…
B 79 33 84 N/A N/A 65 83
19768
MetaBrain-Labs
MCP Server that transforms ComfyUI workflows into AI-callable tools for MCP Host
B 79 33 78 N/A N/A 61 95
19769
archonics
mcp-audit Claim
Free context-engineering audits for AI agents. BYOK Anthropic key. Top-3 findin…
B 79 33 90 N/A N/A 55 83
19770
crunchtools
MCP Slack Claim
Secure read-only MCP server for Slack workspaces
B 79 33 72 N/A N/A 69 95
19771
kumarprobeops
signforge Claim
Send documents for e-signature from AI agents. Upload, sign, and download PDFs.
B 78 33 90 N/A N/A 52 83
19772
nometria
deploy Claim
Deploy any app to any cloud. 20 tools for deployments, previews, and management.
B 78 33 90 N/A N/A 53 83
19773
sharozdawa
indexnow Claim
Submit URLs for instant indexing via IndexNow and Google Indexing API.
B 78 33 66 N/A N/A 77 95
19774
asachs01
float-mcp Claim
A community MCP server for float.com.
B 78 44 80 76 75 81
19775
Silcfcr
kindle-mcp Claim
Transforms Kindle highlight exports into structured personal memory summaries s…
B 78 33 90 N/A N/A 35 95
19776
freema
mcp-gsheets Claim 1
MCP server for Google Sheets API — read, write, format, batch operations.
B 78 44 75 72 N/A 87 80
19777
nicepkg
vsync Claim
Sync MCP servers, Skills, Agents & Commands across Claude Code, Cursor, OpenCod…
B 78 43 78 62 N/A 80 94
19778
tago-io
mcp-server Claim
Model Context Protocol server for TagoIO data and analytics
B 78 43 96 70 N/A 51 83
19779
omega-memory
OMEGA Memory Claim
Persistent memory, coordination, and learning for AI agents. Local-first, 25 MC…
B 78 43 92 43 N/A 82 92
19780
antonpogrebenko-public
rftools Claim
203 RF & electronics calculators + 14 simulation tools for AI agents.
B 78 43 90 68 N/A 47 95
19781
uwaserver
uwas Claim
Unified Web Application Server — Apache+Nginx+Varnish+Caddy in a single Go bina…
B 78 33 60 N/A N/A 86 95
19782
drewdrewH
Code Graph Context Claim
Builds rich code graphs from TypeScript/NestJS codebases using AST analysis and…
B 78 44 90 61 79 81
19783
schwarztim
Enables comprehensive control and monitoring of Bambu Lab 3D printers through C…
B 78 43 90 71 N/A 54 90
19784
AndrewAltimit
Agent orchestration & security template featuring MCP tool building, agent2agen…
B 78 43 90 46 N/A 76 95
19785
dannote
figma-use Claim
Full Figma control: create shapes, text, components, set styles, auto-layout, v…
B 78 43 94 41 N/A 81 92
19786
roychri
mcp-server-asana Claim
📇 ☁️ This Model Context Protocol server implementation of Asana allows you to t…
B 78 43 84 66 N/A 63 95
19787
wooxogh
adr-mcp-setup Claim
Automatically generates Architecture Decision Records (ADRs) from Claude Code c…
B 78 33 72 N/A N/A 67 95
19788
cheesejaguar
Aerospace MCP Claim
Enables flight planning and aviation operations through intelligent airport res…
B 78 44 96 57 70 81
19789
IPGeolocation
Official MCP server for IP geolocation, security, ASN, abuse, timezone, astrono…
B 78 43 90 63 N/A 73 81
19790
ScopeBlind
verify-mcp Claim
Offline verification of signed artifacts -- receipts, manifests, audit bundles.…
B 78 33 72 N/A N/A 65 95
19791
h3ro-dev
Connects AI assistants to Motion for comprehensive task and project management,…
B 78 44 94 72 53 82
19792
gmlee-ncurity
Redmine MCP Server Claim 1
Enables AI assistants to interact with Redmine project management systems, prov…
B 78 44 96 71 55 80
19793
isucorp-taimiralain
stackguide-mcp Claim 1
Dynamic context loading for AI assistants with TDD workflow and AST analysis
B 78 33 72 N/A N/A 64 95
19794
seob717
redash-mcp Claim 1
Connect Redash to Claude -- query data, manage dashboards, and run SQL with nat…
B 78 33 76 N/A N/A 75 83
19795
Coinversaa
Coinversaa Pulse Claim
Provides comprehensive crypto intelligence for the Hyperliquid exchange, allowi…
B 78 44 78 77 72 82
19796
furey
mongodb-lens Claim
MongoDB Lens: Full Featured MCP Server for MongoDB Databases
B 78 43 90 53 N/A 73 92
19797
kitfoxs
HumanizeMCP Claim
An open-source MCP server that rewrites AI-generated prose to appear human-auth…
B 78 33 82 N/A N/A 47 95
19798
daedalus
mcp-recon-ng Claim
MCP server exposing full recon-ng OSINT framework functionality
B 78 33 72 N/A N/A 67 95
19799
FreePeak
LeanKG Claim
LeanKG: Stop Burning Tokens. Start Coding Lean.
B 78 33 56 N/A N/A 91 95
19800
x-hannibal
webshift Claim
Rust MCP server for denoised web search — fetch, clean, and rerank web content …
B 78 33 60 N/A N/A 85 95
Showing 19751–19800 of 33641 servers
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