MCP Server Quality Scores

Independent quality analysis of 33379 public MCP servers

33379
Discovered
25427
Scored
1446
Verified
16957
Complete

Last updated 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
32351
seongwon030
velog_mcp Claim
Enables Claude to directly create and publish posts on Velog through reverse-en…
N/A N/A
32352
macOS26
Agent Claim
Any AI, replaces Claude Code, Cursor, Open Claw. 17+ LLM providers (Claude, Ope…
N/A N/A
32353
gujung9139
sebit-mcp Claim
N/A N/A 95
32354
haxos-anon
Gives AI assistants direct access to Autotask PSA for searching tickets, creati…
32355
WeiYu021
Enables generating and editing images using OpenRouter's API with Gemini 2.5 Fl…
81
32356
SubQuery-Network
test Claim
N/A N/A 95
32357
tac0de
Exposes structured prompt generation tools for refactoring protocol and governa…
81
32358
TheRealSeanDonahoe
TVControl Claim
MCP server that lets AI agents directly control and interact with the TradingVi…
N/A N/A
32359
khawjaahmad
Enables AI coding assistants to control and inspect a live Chrome browser for a…
81
32360
Beerspitnight
Enables Claude Code CLI or Desktop to interact with Spotify for playlist curati…
N/A N/A
32361
x-hannibal
webshift Claim
Rust MCP server for denoised web search — fetch, clean, and rerank web content …
N/A N/A
32362
vybenetwork
Solana MCP for wallets, trades, markets, PnL, transfers, onchain data, signable…
32363
yusong652
MCP server for YADE — open-source DEM engine. Browse API docs, run simulations,…
N/A N/A
32364
aruuhii2yo
Join us at the frontier of efficiency. This hardware-level optimization suite, …
N/A N/A
32365
mcpia
worksia Claim
N/A N/A
32366
ronanamorim292
A production-grade MCP server that centralizes AI integrations for Appwrite, Su…
81
32367
argotdev
tutor-mcp-ts Claim
N/A N/A
32368
dbtkd1801
chat Claim
N/A N/A 95
32369
MCPAgents
Facilitates interaction and context sharing between AI models using the standar…
N/A N/A 95
32370
Mavericky007
Enables multiple Claude Code instances to communicate through direct messages a…
N/A N/A
32371
SvReenen
Deskdrop Claim
Android keyboard with local AI (Ollama, Whisper, MCP) or cloud (Gemini, Groq, O…
N/A N/A
32372
brian-bfz
Enables querying and retrieving webpage content from websites by parsing sitema…
81
32373
geeks-accelerator
animalhouse Claim
A Tamagotchi for AI agents. Real-time care, permanent death, 74 species, evolut…
N/A N/A
32374
the-dev-kumar
Colab MCP Claim 1
A Model Context Protocol server that enables users to control and interact with…
81
32375
DonMrMango
A comprehensive integration providing 114 tools to manage Google Drive, Docs, S…
81
32376
janoujan
Provides secure access to Exegol penetration testing tools for CTF competitions…
N/A N/A 95
32377
pipeworx-io
climate Claim
Climate MCP — wraps Open-Meteo Climate API (free, no auth)
32378
mark-nelson
US drone airspace intelligence and mission planning. Query 11 FAA data layers, …
32379
Thezenmonster
agentscore Claim
MCP security trust layer: scan packages, inspect repos, check exposure, monitor…
N/A N/A 95
32380
Cope-Labs
selvo Claim
Linux CVE prioritisation: 16 MCP tools for scan, fleet, runtime, and PR-able fi…
N/A N/A
32381
xiaobenyang-com
Organize and recall important context across projects. Save key details, retrie…
N/A N/A 95
32382
goperigon
Provide real-time access to comprehensive news data including articles, stories…
N/A N/A 95
32383
LENA-EE
simple_mcp Claim
MCP server for analyzing Perl code with Perl::Critic, enabling code quality che…
32384
knportal
Enables AI agents to extract structured JSON from invoices and receipts in PDF …
32385
rashidazarang
Crawlio MCP Claim
AI-powered website crawling, analysis, and export via MCP. 38 tools for crawl c…
N/A N/A 95
32386
gomarble-ai
Bridges STDIO-based MCP clients with SSE-based MCP servers, allowing applicatio…
81
32387
lawyered0
clio-mcp Claim
An MCP server for Clio Manage legal practice management software that enables C…
32388
edgarriba
prolink Claim
Agent-to-agent marketplace middleware — MCP-native discovery, negotiation, and …
81
32389
pythondev-pro
PyForge IDE Claim
Enables Python code execution in a sandboxed environment with virtual file syst…
N/A N/A 95
32390
jacobcwright
runpod-mcp Claim
N/A N/A
32391
edelgad3
Scan websites for AI visibility and marketing health with interactive dashboard.
32392
Micro-Evaluation-Group
An MCP server that exposes pwndbg commands running under LLDB as tools for AI a…
N/A N/A
32393
MetaBrain-Labs
MCP Server that transforms ComfyUI workflows into AI-callable tools for MCP Host
N/A N/A
32394
vdineshk
RailRouter Lite is a real, production-ready MCP server implementing the Model C…
32395 N/A N/A 95
32396 N/A N/A
32397 N/A N/A 95
32398
Auxin-io
nyc-friend Claim
N/A N/A 95
32399
dreamchaser.esque
sss Claim
N/A N/A 95
32400
KGMobilians
An MCP server for KG Financial's payment services integration, enabling AI codi…
N/A N/A
Showing 32351–32400 of 33379 servers
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