MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31840
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 45 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
25351
Sowiedu
edict Claim 1
AI-agent programming language. JSON AST in, WASM out. Typed, effect-tracked, Z3…
F 25 43 72 33 N/A 98 90
25352
ruchiayeon
A comprehensive MCP server providing 35 tools for managing Telegram messages, m…
F 25 44 42 37 53 76
25353
Ejb503
multimodal-mcp-client Claim 1 3
[DEPRECATED] Superseded by systempromptio/systemprompt-template and systempromp…
F 25 43 90 43 N/A 52 87
25354
JussCubs
refinore-mcp Claim 1 2
An MCP server that enables AI agents to autonomously manage ORE mining on the S…
F 25 44 63 66 56 80
25355
dasein108
Cyberlink MCP Server Claim 1 2
A Model Context Protocol server for creating, updating, and querying semantic r…
F 25 44 51 71 33 76
25356
sirkirby
unifi-network-mcp Claim 1
MCP server implementation for the UniFi network application
F 25 43 96 68 N/A 89 88
25357
AuraFriday
Control Fusion 360 with any AI through Model Context Protocol (MCP)
F 25 43 84 36 N/A 45 78
25358 F 25 43 42 43 N/A 32 87
25359
handaas
Provides comprehensive access to Chinese bidding and tendering data, enabling u…
F 25 44 60 37 18 76
25360
officialpraise
MongoDB MCP Server Claim 1 2
A Model Context Protocol server that enables interaction with MongoDB databases…
F 25 43 63 41 N/A 65 90
25361
mostly-ai
Enables LLM agents to interact with the MOSTLY AI Platform for generating synth…
F 25 44 60 71 61 76
25362
usemanusai
Virtualbox MCP Server Claim 2 3
A Model Context Protocol server for managing Virtualbox and Vagrant virtual mac…
F 25 43 79 62 N/A 32 87
25363
aiminnovations
MongoDB MCP Server Claim 1
Enables interaction with MongoDB databases and MongoDB Atlas for querying data …
F 25 44 64 71 60 80
25364
OpaqueGlass
A Model Context Protocol server plugin for SiYuan note-taking application that …
F 25 43 63 40 N/A 81 89
25365
rakeshdavid
Tavus MCP Server Claim 1 2
Enables AI video generation, replica management, conversational AI, lipsync, an…
F 25 44 94 63 43 80
25366
agenisea
CC Fig MCP Claim 1
Enables bidirectional control between Claude Code and Figma with real-time sync…
F 25 43 90 62 N/A 32 92
25367
BIGPPWONG
EdgeBox Claim 1
A local sandbox that provides AI agents with code execution, filesystem access,…
F 25 43 60 66 N/A 71 87
25368
HookbaseApp
Hookbase MCP Server Claim 1 2
Exposes the Hookbase webhook relay API as tools for AI assistants to manage sou…
F 25 44 88 68 49 77
25369
Vizioz
Teamwork MCP Claim 1 2
An MCP server that connects to the Teamwork API, providing a simplified interfa…
F 25 44 81 68 75 76
25370
cryptoleek-team
GOAT MCP Server Claim 1 4
An MCP server that connects Claude for Desktop with blockchain functionality, a…
F 25 43 33 37 N/A 19 92
25371
rigour-labs
rigour Claim 1
The immune system for AI coding agents
F 25 43 60 22 83 92
25372
sahiloj
MCPScan Claim 2
Offensive MCP server auditor — detects tool poisoning, credential leaks, RCE ve…
F 25 43 78 40 N/A 69 90
25373
Bonsai-Tech-LLC
clypt Claim 1
AI-native link intelligence — shorten, track, and manage links from any AI agent
F 25 43 88 0 N/A 71 82
25374
DynamicEndpoints
Netlify MCP Server Claim 1
This is an MCP server that can be used with Netlify
F 25 44 84 70 46 71
25375
eKsiSLe
Bridges Ghidra's reverse engineering capabilities with AI tools through 179 spe…
F 25 43 80 43 N/A 71 87
25376
nathangtg
agent-hub Claim 1
Agent Hub is an AI orchestration platform that transforms how developers and De…
F 25 43 90 41 N/A 21 87
25377
karar-hayder
Simple MCP Claim 1
A modular MCP server that provides comprehensive system automation capabilities…
F 25 43 66 31 N/A 21 84
25378
Ayi456
An AI-driven data visualization and SQL chat platform that enables natural lang…
F 25 44 54 48 31 77
25379
JeongWoobin335
Slack Max API MCP Claim 1 2
An MCP server that provides comprehensive access to the Slack Web API, enabling…
F 25 43 57 68 35 88
25380
trailofbits
Slither MCP Server Claim 1 2
Enables static analysis of Solidity smart contracts using Slither, including co…
F 25 43 63 58 N/A 79 94
25381
SecurityRonin
alaya-mcp Claim 1
Local memory engine for AI agents with knowledge graphs, forgetting, and semant…
F 25 43 60 68 N/A 78 81
25382
kraklabs
cie Claim 2
Code Intelligence Engine — indexes your codebase and gives AI assistants deep u…
F 25 43 100 28 N/A 84 90
25383
Soundhannes
IMAP MCP Server Claim 1 2
Enables comprehensive interaction with IMAP email accounts through 38 tools for…
F 25 44 96 58 24 76
25384
logclaw
Connect AI coding tools to LogClaw incidents, logs, and anomaly detections.
F 25 43 60 38 N/A 54 77
25385
eliiik
Houdini MCP Server Claim 1
Enables natural language control of SideFX Houdini for tasks including node man…
F 25 43 82 30 N/A 47 87
25386
Beat-YT
omnivox-mcp Claim 1 2
MCP server for the Omnivox platform used by Quebec CEGEPs. Enables AI agents to…
F 25 44 69 67 65 78
25387
eagurin
A high-performance FastAPI server supporting Model Context Protocol (MCP) for s…
F 25 44 82 58 41 76
25388
fadedchange0aran-netizen
A Python-based MCP server and React dashboard designed for system monitoring an…
F 25 44 38 31 27 80
25389
KOSASIH
Gaia-Protocol Claim 1
Gaia Protocol—a planetary DAO for global resource management using quantum-enta…
F 25 43 64 30 N/A 63 82
25390
settlemint
SettleMint Claim 1
Leverage SettleMint's Model Context Protocol server to seamlessly interact with…
F 25 44 50 37 53 82
25391
kaipanytool3
Enables AI assistants to interact with Feishu/Lark platform APIs for automation…
F 25 44 66 66 54 76
25392
0xGval
Onchain MCP Server Claim 1
Provides tools for querying onchain data across 12+ blockchain networks, includ…
F 25 44 60 40 21 78
25393
snowan
Notion MCP Server Claim 1
A server that connects to the Notion API and exposes functionality through Clau…
F 25 44 48 32 21 81
25394
Jyothishkumarav
A server implementation that enables controlling web browsers programmatically …
F 25 43 66 55 N/A 33 87
25395
Mousten
MCP BigQuery Server Claim 1
Enables secure access to BigQuery datasets with intelligent query result cachin…
F 25 44 48 42 27 77
25396
bonnard-data
bonnard-cli Claim 1
Open-source agentic schema CLI. Optimised for claude code, gemini, codex and co…
F 25 43 60 35 N/A 54 90
25397
ag2-mcp-servers
An auto-generated MCP server that interfaces with Google's Playable Locations A…
F 25 44 60 52 21 76
25398
rashed-mamoon
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
F 25 43 60 47 N/A 21 87
25399
saurav61091
mcp-openapi Claim 2
Turn any OpenAPI spec into callable MCP tools for Claude. Point at any OpenAPI …
F 25 43 84 0 37 87
25400
illGATESmusic
A Model Context Protocol server that integrates ClickFunnels with Claude Deskto…
F 25 43 41 67 N/A 23 90
Showing 25351–25400 of 66534 servers
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