MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 2 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11501
IAcomunIA
CoinGecko MCP Server Claim 1
A Model Context Protocol server that connects Gemini CLI with CoinGecko's API, …
C 63 55 41 82 22 81 83
11502
HawkEyeTheRapper
A deployable Model Context Protocol server on Cloudflare Workers that operates …
C 63 55 48 68 26 84 81
11503
owanio1992
A template for deploying authentication-free MCP servers on Cloudflare Workers.…
C 63 55 48 70 27 81 81
11504
whiskyCavalier
A template for deploying MCP servers on Cloudflare Workers without authenticati…
C 63 55 48 70 24 81 85
11505
rugvedp
This MCP fetches trending data from platforms like YouTube, TikTok, and Instagr…
C 63 54 66 37 N/A 19 95 90
11506
DIodide
A basic Model Context Protocol server template ready for Dedalus deployment, de…
C 63 64 86 62 0 25 95 100
11507
nathanschepers
Provides interactive Python REPL capabilities with persistent sessions, virtual…
C 63 55 60 82 N/A 21 84 56
11508
BACH-AI-Tools
An MCP server that provides access to the Midjourney Best Experience API for ge…
C 63 55 41 100 45 81 43
11509
kukapay
sui-trader-mcp Claim 1
An MCP server designed for AI agents to perform optimal token swaps on the Sui …
C 63 55 51 60 44 71 90
11510
ASXRND
Provides weather data via OpenWeatherMap API, file operations, and integration …
C 63 55 72 72 24 81 53
11511
Ramhori
회의 자동화: Fireflies 회의록을 Asana 태스크와 Notion 문서로 자동 변환. 회의 요약, 액션아이템, 참석자 추적 통합.
C 63 54 84 40 N/A 40 95 43
11512
nexon33
A Model Context Protocol server that enables clients to interact with a system …
C 63 54 51 56 N/A 56 87 66
11513
JayZeeDesign
figma-mcp Claim
Allow your AI coding agents to access Figma files & prototypes directly. You ca…
C 63 55 60 36 46 81 91
11514
abekek
A Python-based Model Context Protocol server that provides AI assistants with a…
C 63 55 60 35 45 80 98
11515
wolfe-jam
FAF Claim
# claude-faf-mcp FAF MCP server for Claude-compatible clients, with 33 tools f…
C 63 66 60 70 0 87 77 100
11516
kolarova-ops
Rohlik MCP Server Claim 1
Enables AI assistants to interact with Rohlik Group's online grocery delivery s…
C 63 66 84 70 0 47 80 96
11517
curtis-d-williams
A deterministic, read-only MCP server that enforces license headers in tracked …
C 63 54 50 32 N/A 50 92 95
11518
AgentBase1
Search and retrieve agent instruction files: system prompts, skills, workflows,…
C 63 64 94 60 0 27 95 95
11519
tarcisiodier
MikroTik MCP Claim 1
A bridge between AI assistants and MikroTik RouterOS devices, allowing natural …
C 63 55 72 74 36 81 39
11520
MRIIOT
XMI MCP Server Claim 3
An MCP server for querying and exploring SysML XMI models, specifically designe…
C 63 55 75 57 N/A 29 92 49
11521
quang-pham-dev
MCP Server Claim
A modern AI service proxy that enables interaction with multiple AI providers (…
C 63 55 48 60 32 81 92
11522
wb200
Memory-MCP Claim
Provides persistent memory for AI agents using hybrid search (vector embeddings…
C 63 55 60 40 48 81 88
11523
gage-russell
resumejson-mcp Claim 1
An MCP server for managing career experience data using the JSON Resume schema …
C 63 54 45 56 N/A 31 87 94
11524
vlad-ds
Street View MCP Claim
A server that enables AI models to fetch and display Google Street View imagery…
C 63 55 76 40 24 81 86
11525
michaelqshieh
OpenReview MCP Server Claim 1
Connects Claude to OpenReview to facilitate conference reviewer and area chair …
C 63 55 54 37 56 80 90
11526
webcoderz
MCP-Geo Claim 1
Geocoding MCP server for nominatim, ArcGIS, Bing
C 63 54 50 31 N/A 46 92 99
11527
anjulbhatia
Enables personal finance management through conversational AI, including expens…
C 63 55 60 67 19 81 76
11528
carlosrm22
This MCP server provides comprehensive read and write access to Google Classroo…
C 63 55 66 45 25 80 89
11529
Tushar-Shrivastava
MCP Log Analyzer Claim
An AI-powered server that analyzes system log files to identify errors/warnings…
C 63 55 82 27 39 81 79
11530
bamchi
scrapi Claim
Web scraping for AI agents. Converts URLs to clean, LLM-ready Markdown with ant…
C 63 66 72 72 0 74 69 97
11531
DasBalvinderDas
Provides weather-aware travel planning tools that fetch 3-day forecasts and gen…
C 63 55 68 33 27 83 100
11532
gevans3000
Implements the Model Context Protocol to provide LLMs with tools for interactin…
C 63 55 60 56 16 81 90
11533
Karen-Proyect-IA
A template for deploying an unauthenticated MCP server on Cloudflare Workers. E…
C 63 55 48 70 27 84 77
11534
Qihoo360
An implementation of the Model Context Protocol that allows AI models to intera…
C 63 55 48 70 26 80 84
11535
Pankhur
Public MCP Server Claim
A basic Model Context Protocol (MCP) server implementation that provides a foun…
C 63 55 62 82 N/A 23 95 39
11536
hkopenai
Provides access to Hong Kong's recreation, sports, and cultural data through a …
C 63 55 76 27 42 81 86
11537
VibeCodingInc
vibe-mcp Claim
Social layer for Claude Code - DMs, presence, discovery, and games between AI-a…
C 63 64 100 35 0 75 95 80
11538
monad-vibe
Monad MCP Server Claim 1
A Model Context Protocol server that enables AI models to interact with the Mon…
C 63 55 39 56 42 81 98
11539
FelagundFinrod
A template for deploying authentication-free MCP servers on Cloudflare Workers.…
C 63 55 48 70 29 84 80
11540
rileylemm
Enables querying a hybrid system that combines Neo4j graph database and Qdrant …
C 63 55 66 35 41 81 90
11541
akaiserg
MCP Memory Tracker Claim
A Model Context Protocol (MCP) server that provides persistent memory capabilit…
C 63 54 62 30 N/A 23 95 100
11542
marcusbai
彩云天气 Claim 1
查询实时天气数据、降水预报和天气预警信息。获取准确的天气信息,帮助您做出更好的出行和活动决策。支持多种语言和单位制选择,满足不同用户的需求。
C 63 55 57 58 N/A 23 81 88
11543
MarvelEyiosa
Enables AI systems to remember interactions, understand document context throug…
C 63 55 72 56 19 81 72
11544
bornpresident
MISP-MCP-SERVER Claim
MISP-MCP-SERVER
C 63 55 78 43 12 81 90
11545
MockLoop
MockLoop MCP Server Claim 1
A Model Context Protocol server that generates and runs mock API servers from A…
C 63 66 79 58 0 84 81 86
11546
anisirji
A Model Context Protocol server that exposes multiple AI tools over SSE transpo…
C 63 55 55 65 26 76 88
11547
MilesCool
Provides an MCP server that allows large language models to access real-time an…
C 63 55 60 33 41 80 99
11548
CalcsLive
CalcsLive MCP Server Claim 1
Enables AI agents to perform unit-aware engineering calculations with automatic…
C 63 66 90 65 0 55 80 89
11549
professordnyc
Integrates Square sandbox catalog and orders management with voice commands (vi…
C 63 54 60 28 N/A 41 95 91
11550
pipeworx-io
jokes Claim
Jokes MCP — wraps JokeAPI v2 (free, no auth)
C 63 55 90 0 47 81 97
Showing 11501–11550 of 30006 servers
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