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
19701
MohamedAbdallah-14
Generate app icons, favicons, OG images, and logos by routing across 30+ image …
B 79 33 60 N/A N/A 90 95
19702
Beever-AI
beever-atlas Claim
Your First LLM-Wiki Conversation Knowledge Base
B 79 33 62 N/A N/A 86 95
19703
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
19704
lodordev
mcp-tautulli Claim
Tautulli (Plex media server monitoring) with 11 read-only tools for activity, h…
B 79 33 76 N/A N/A 64 95
19705
crunchtools
MCP Slack Claim
Secure read-only MCP server for Slack workspaces
B 79 33 72 N/A N/A 69 95
19706
psyb0t
Stealth browser automation that actually works. Runs Camoufox (custom Firefox) …
B 79 33 78 N/A N/A 59 95
19707
hiveforge-sh
hivemind Claim 2
MCP server for Obsidian vaults - AI tools with consistent canonical context. Lo…
B 79 43 81 62 N/A 85 90
19708
Hint-Services
Todoist MCP Server Claim
Connects AI assistants to Todoist for comprehensive task management, enabling n…
B 79 44 92 72 69 78
19709
daedalus
mcp-smbmap Claim
MCP server exposing smbmap SMB enumeration functionality
B 79 33 72 N/A N/A 71 95
19710
DMontgomery40
mcp-canvas-lms Claim
Version 2.2 - 54 tools available - an MCP server for interacting with the Canva…
B 79 43 100 70 N/A 49 84
19711
nteract
Semiotic Claim
Render React data visualizations from JSON. 43 chart types; validate, diagnose,…
B 79 33 56 N/A N/A 96 95
19712
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
19713
kimsungwhee
Apple Docs MCP Claim
Provides access to Apple's official developer documentation, frameworks, APIs, …
B 79 44 94 62 74 82
19714
daedalus
mcp-server-find Claim
MCP server discovery - find and install MCP servers from Official Registry, Gla…
B 79 33 72 N/A N/A 71 95
19715
Basti-Fantasti
Enables AI coding agents to compile Delphi projects programmatically by parsing…
B 79 43 90 50 N/A 76 95
19716
kaeawc
AutoMobile Claim
Mobile device interaction automation via MCP
B 79 43 84 52 N/A 85 94
19717
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
19718
jspsmart
mcp-weather Claim 1
A TypeScript-based MCP server that facilitates note management and weather quer…
B 79 33 96 N/A N/A 29 95
19719
itsbrex
Model Context Protocol server for Attio CRM - enables Claude Desktop and Cursor…
B 79 43 96 62 N/A 51 95
19720
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
19721
dl-eigenart
Detect prompt injection, jailbreak, and social-engineering attacks in LLM agent…
B 79 33 84 N/A N/A 64 83
19722
AINative-Studio
Enables natural language content management for Strapi CMS, supporting creation…
B 79 44 100 62 62 81
19723
erickochen
purple Claim
Open-source terminal SSH manager and SSH config editor in Rust. Fuzzy search hu…
B 79 33 64 N/A N/A 84 95
19724
BartWaardenburg
MCP server for AI image generation, transformation, and style management via th…
B 79 43 79 76 N/A 65 92
19725
czlonkowski
n8n-MCP Claim 1
A Model Context Protocol server that provides AI assistants with comprehensive …
B 79 44 75 67 98 80
19726
chrisryugj
korean-dart-mcp Claim
OpenDART 전자공시MCP | 83개 API → 15 MCP 도구. 공시·재무·지분·XBRL + 버핏급 애널리스트 프레임(내부자 시그널·회…
B 79 33 78 N/A N/A 60 95
19727
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
19728
prmichaelsen
gcloud-mcp Claim
A Google Cloud MCP server that enables users to manage Cloud Build and Cloud Ru…
B 79 44 96 71 56 82
19729
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
19730
mmaudio
MMAudio MCP Claim
Enables AI-powered video-to-audio and text-to-audio generation using MMAudio's …
B 79 44 96 73 58 81
19731
patrickdappollonio
Provides read-only access to Kubernetes clusters for AI assistants.
B 79 43 88 58 69 95
19732
rxolve
artscii Claim
LLMs can't draw. This MCP can. 81 arts + 100 kaomoji + diagrams + charts.
B 79 33 72 N/A N/A 71 95
19733
vinkius-labs
mcp-fusion Claim
A TypeScript framework for building production-ready MCP servers with automatic…
B 79 33 60 N/A N/A 91 95
19734
madamak
Enables inspection and management of Apache Airflow DAGs, runs, and logs across…
B 79 44 82 71 79 83
19735
andrealufino
aapl-ads-mcp Claim
Apple Search Ads API v5 (read-only). Campaigns, ad groups, keywords, performanc…
B 79 33 76 N/A N/A 62 95
19736
amaralkaff
UnknownCheats MCP Claim
Enables programmatic interaction with the UnknownCheats forum by bypassing Clou…
B 79 33 72 N/A N/A 71 95
19737
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
19738
luancamara
mcpfirebird Claim
Run queries, explore schemas, and retrieve table data with ease. Diagnose perfo…
B 79 43 96 58 N/A 57 95
19739
jbenton
guardian-mcp-server Claim 1
Provides access to the complete archives of The Guardian newspaper since 1999, …
B 79 44 100 76 43 82
19740
Samik081
Manage AdGuard Home through AI assistants
B 79 43 84 71 N/A 76 82
19741
TheWinci
local-rag Claim
Semantic code search for AI agents — hybrid vector + BM25 with cross-encoder re…
B 79 33 76 N/A N/A 61 95
19742
timmx7
acheron-mcp-server Claim
Cross-surface persistent memory for Claude. Bridges context between Claude Chat…
B 79 33 78 N/A N/A 59 95
19743
philrox
ris Claim 1
Access Austrian laws, court decisions & legal documents via the RIS API.
B 79 43 82 61 N/A 81 92
19744
TacosyHorchata
Pilot Claim
A high-performance browser automation MCP server that provides AI agents with a…
B 79 33 72 N/A N/A 71 95
19745
AgentAnycast
AgentAnycast Claim
P2P runtime for A2A protocol. Encrypted agent communication with zero-config NA…
B 79 33 72 N/A N/A 69 95
19746
olgasafonova
Voice-friendly Miro whiteboard control. Create stickies, shapes, frames, mindma…
B 79 43 90 43 N/A 85 95
19747
jscoobyced
AST for TypeScript, supports creating JSON representations of React components
B 79 33 78 N/A N/A 59 95
19748
DevvGwardo
Brain MCP Claim
Enables inter-session communication and coordination for multiple Claude Code i…
B 79 33 84 N/A N/A 50 95
19749
williamRR
Provides LLM-optimized tools for advanced code analysis, repository complexity …
B 79 33 90 N/A N/A 38 95
19750
techwell-inc-jp
Japanese calendar API for AI agents. Provides Rokuyo, Rekichu, Eto, 24 Solar Te…
B 79 33 78 N/A N/A 60 95
Showing 19701–19750 of 33641 servers
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