MCP Server Quality Scores

Independent quality analysis of 54421 public MCP servers

54421
Discovered
29776
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 34 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12301
NitinUdasin
MCPServerDemo Claim
A demonstration server that implements JSON-RPC 2.0 methods for basic arithmeti…
C 61 54 54 30 30 89 100
12302
rokith
A deployable Cloudflare Workers service that implements Model Context Protocol …
C 61 55 48 68 26 84 71
12303
intentos-labs
beeper-mcp Claim
Beeper provides transactions on BSC, including balance/token transfers, token s…
C 61 54 66 32 N/A 27 77 97
12304
phuihock
Provides various AI capabilities through DeepInfra's OpenAI-compatible API incl…
C 61 55 72 22 26 81 100
12305
bithou
A tool that allows deployment of a Model Context Protocol server on Cloudflare …
C 61 55 48 66 21 81 82
12306
878787ya
Enables fetching and analyzing YouTube video comments and replies through the Y…
C 61 54 48 43 N/A 24 95 91
12307
manojk0303
Enables AI agents to send transactional emails programmatically through the Lem…
C 61 66 84 66 0 46 81 87
12308
miguelyad26
Alpaca MCP Server Claim 1
A Model Context Protocol server that enables LLMs like Claude to interact with …
C 61 55 51 43 36 76 100
12309
rkmonarch
SVM-MCP Claim 1
A Model Context Protocol server that connects Claude AI with SOON and other SVM…
C 61 55 39 55 27 81 100
12310
jacklatrobe
A cognitive scaffolding platform that helps AI agents break down complex tasks …
C 61 55 72 30 19 83 94
12311
TacKana
Enables users to find and get recommendations for Chinese SIM card plans throug…
C 61 55 72 71 27 81 38
12312
koki-develop
esa-mcp-server Claim
A Model Context Protocol (MCP) server for esa.io
C 61 64 68 61 0 73 81 94
12313
jacewalker
A template for deploying authentication-free MCP servers on Cloudflare Workers.…
C 61 55 48 66 24 81 80
12314
elblanco2
DevDocs MCP Server Claim
Provides access to 600+ documentation libraries from DevDocs.io including Pytho…
C 61 66 94 57 0 30 81 98
12315
nathan-bw
UniFi MCP Server Claim
Enables managing UniFi networks through natural language, allowing users to mon…
C 61 66 84 67 0 35 76 98
12316
radzevich
FFmpeg MCP Server Claim
Enables secure video and audio processing using FFmpeg commands in an isolated …
C 61 54 48 25 N/A 43 95 99
12317
agentventure
Weather MCP Server Claim 1
An MCP server that provides weather information and alerts for US locations usi…
C 61 55 57 40 23 81 100
12318
foolsec
A FastMCP-based interface for Metasploit Framework, enabling AI agents to inter…
C 61 54 60 25 N/A 43 82 96
12319
rioriost
AGE-MCP-Server Claim 1
An MCP server that provides natural language interaction with Apache AGE graph …
C 61 55 71 0 72 71 100
12320
Orchardxyz
Mammoth MCP Server Claim
Converts Microsoft Word DOCX files to clean, semantic HTML with support for pre…
C 61 64 66 60 0 56 95 91
12321
dravidsajinraj-iex
Code Runner Claim
Execute JavaScript and Python code securely in isolated environments with compr…
C 61 64 80 67 0 29 90 92
12322
weidwonder
Crawl4AI MCP Server is an intelligent information retrieval server offering rob…
C 61 55 60 33 51 80 83
12323
ciJaein
Basic MCP Server Claim
A minimal template MCP server demonstrating basic tools, resources, and prompts…
C 61 55 54 66 27 81 71
12324
Abhi5h3k
MCP-URL2SNAP Claim
A lightweight Model Context Protocol (MCP) server that enables your LLM to capt…
C 61 54 56 40 N/A 23 87 94
12325
aadarshjain
Enables exploration and querying of PostgreSQL databases through natural langua…
C 61 55 68 33 34 81 83
12326
AnuragB7
MCP-RAG Claim
An MCP-compatible system that handles large files (up to 200MB) with intelligen…
C 61 55 56 40 37 81 92
12327
marcinwyszynski
Enables interaction with Featurebase API to manage feature requests, feedback p…
C 61 66 90 63 0 41 81 88
12328
antfu
nuxt-mcp-dev Claim
MCP server helping models to understand your Vite/Nuxt app better.
C 61 64 62 50 0 79 95 93
12329
maratsarbasov
Flights MCP Claim
Flights MCP
C 61 66 76 72 0 43 81 91
12330
notsedano
A Model Context Protocol server that provides comprehensive Formula One racing …
C 61 55 39 91 54 81 38
12331
RealQuant-Inc
A serverless deployment for Model Context Protocol server on Cloudflare Workers…
C 61 55 48 66 21 81 82
12332
andyfe76
CouchDB MCP Server Claim 1
Provides tools for interacting with CouchDB databases, enabling document manage…
C 61 66 84 53 0 48 80 99
12333
pl974
Enables interaction with the Internet Archive's Wayback Machine to save web pag…
C 61 66 78 66 0 47 81 97
12334
tizee
MCP-Server-IETF Claim 1
A Model Context Protocol server that enables Large Language Models to search an…
C 61 55 45 38 42 84 98
12335
Luko248
This server integrates with Mozilla Developer Network (MDN) documentation to su…
C 61 66 78 62 0 53 81 93
12336
tomkingchen
A deployable authentication-free MCP (Model Context Protocol) server on Cloudfl…
C 61 55 48 65 22 81 82
12337
maplehilllabs
Enables Claude to search, retrieve, and analyze Lifelogs from Limitless AI thro…
C 61 66 73 70 0 54 80 93
12338
simonliu-moltbot
Enables AI agents to create and interact with ASCII-based Zen gardens through t…
C 61 55 54 50 27 81 90
12339
febriansyahnr
MCP Alchemy Server Claim
Provides access to financial transaction data from XB database, enabling lookup…
C 61 55 54 50 29 80 89
12340
voxmenthe
Enables intelligent code analysis and search across repositories using the Code…
C 61 54 60 27 N/A 47 84 87
12341
kukapay
aster-info-mcp Claim 1
An MCP server that provides structured access to Aster DEX market data—covering…
C 61 55 61 30 39 81 95
12342
fedekrenn
Weather MCP Server Claim
Enables users to get current weather information for any city using the Open-Me…
C 61 55 48 50 30 81 93
12343
dubin555
ClickHouse MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to securely interact…
C 61 55 57 32 40 78 100
12344
Ansvar-Systems
dominican-law-mcp Claim
Dominican Republic legislation via MCP -- full-text search across statutes and …
C 61 66 86 56 0 51 82 91
12345
mokemoke0821
Integration project for Model Context Protocol (MCP) servers with Claude Deskto…
C 61 55 80 51 27 81 50
12346
offerland-cc
A template for deploying a remote MCP server on Cloudflare Workers without auth…
C 61 55 48 66 24 83 78
12347
JackKuo666
🔍 Enable AI assistants to search and access Google Scholar papers through a sim…
C 61 55 70 27 24 83 96
12348
yfcyfc123234
ShowDoc MCP Server Claim
Automatically fetches API documentation from ShowDoc and generates Android code…
C 61 55 72 38 24 81 83
12349
tunamsyar
A demo MCP server that enables users to interact with various tools through nat…
C 61 54 68 31 N/A 16 95 85
12350
kwanGDss
Bizinfo MCP Server Claim
Enables users to search and query Korean business announcements from 기업마당 (Bizi…
C 61 55 66 82 26 81 37
Showing 12301–12350 of 54421 servers
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