MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

57160
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 7 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12251
878787ya
Enables fetching and analyzing YouTube video comments and replies through the Y…
C 61 54 48 43 N/A 24 95 91
12252
intigration
OPC UA MCP Server Claim
Connects AI agents to OPC UA-enabled industrial systems for real-time monitorin…
C 61 55 54 33 44 80 98
12253
PlenishAI
Connects Claude to the Ashby ATS to manage the hiring pipeline through natural …
C 61 55 90 0 30 82 97
12254
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
12255
bithou
A tool that allows deployment of a Model Context Protocol server on Cloudflare …
C 61 55 48 66 21 81 82
12256
tienan92it
A Model Context Protocol server that exposes Binance cryptocurrency exchange da…
C 61 55 51 41 39 82 93
12257
mikeysrecipes
Logseq MCP Tools Claim 1
A Model Context Protocol server that enables AI agents to interact with a local…
C 61 54 39 37 N/A 41 95 95
12258
BishalJena
Provides real-time crop price data from Indian government sources and agricultu…
C 61 55 78 40 34 81 63
12259
rein1225
Enables AI models to develop and automate RPG Maker MZ projects by creating map…
C 61 54 42 60 N/A 37 84 81
12260
maplehilllabs
Enables Claude to search, retrieve, and analyze Lifelogs from Limitless AI thro…
C 61 66 73 70 0 54 80 93
12261
aadarshjain
Enables exploration and querying of PostgreSQL databases through natural langua…
C 61 55 68 33 34 81 83
12262
jacewalker
A template for deploying authentication-free MCP servers on Cloudflare Workers.…
C 61 55 48 66 24 81 80
12263
DHKim327
Cyphers MCP Server Claim 3
An MCP server that integrates the Neople Cyphers Open API with AI assistants fo…
C 61 55 57 71 27 82 57
12264
phuihock
Provides various AI capabilities through DeepInfra's OpenAI-compatible API incl…
C 61 55 72 22 26 81 100
12265
anpy-j
MCP Oracle Server Claim 1
A Model Context Protocol server that enables Claude to access and interact with…
C 61 54 45 30 N/A 38 95 98
12266
eluc1a
MCP News Server Claim
A server providing access to news articles from various categories including te…
C 61 55 78 26 22 81 88
12267
notsedano
A Model Context Protocol server that provides comprehensive Formula One racing …
C 61 55 39 91 54 81 38
12268
S1R15H
Enables interaction with blog RSS/Atom feeds to list posts, fetch content, get …
C 61 55 66 33 19 81 99
12269
lztrifunovic
A serverless implementation of Model Context Protocol on Cloudflare Workers tha…
C 61 55 48 68 21 81 80
12270
fluora-ai
Fluora MCP Claim
Enables AI agents to discover and pay for monetized services such as PDF proces…
C 61 55 78 60 36 76 42
12271
marcinwyszynski
Enables interaction with Featurebase API to manage feature requests, feedback p…
C 61 66 90 63 0 41 81 88
12272
apasupul
Enables anonymization and deanonymization of sensitive data in text using Micro…
C 61 55 48 51 19 81 100
12273
shubham-mishra-remotedesk
Enables user name resolution and team management with PostgreSQL backend, provi…
C 61 55 60 41 24 81 93
12274
RealQuant-Inc
A serverless deployment for Model Context Protocol server on Cloudflare Workers…
C 61 55 48 66 21 81 82
12275
JackKuo666
🔍 Enable AI assistants to search and access Google Scholar papers through a sim…
C 61 55 70 27 24 83 96
12276
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
12277
pl974
Enables interaction with the Internet Archive's Wayback Machine to save web pag…
C 61 66 78 66 0 47 81 97
12278
CultriX-Github
A Cloudflare Workers-based MCP server that enables tool integration with Claude…
C 61 55 56 51 29 83 79
12279
thanharmstrong86
A multi-server system that converts PDF documents to Markdown format using Fast…
C 61 55 60 33 29 81 100
12280
Luko248
This server integrates with Mozilla Developer Network (MDN) documentation to su…
C 61 66 78 62 0 53 81 93
12281
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
12282
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
12283
daiji-sshr
Stateless Redmine MCP server. Credentials are passed per-request via HTTP heade…
C 61 55 72 0 N/A 59 81 100
12284
arebury
Validates IVR flow definitions (JSON) to detect errors like unreachable nodes, …
C 61 66 78 72 0 51 81 86
12285
mrrobotke
A Model Context Protocol service that wraps Django's migration commands as MCP …
C 61 55 60 48 18 81 91
12286
ChrisLAS
PodHome MCP Server Claim 1
An MCP server that integrates with the Podhome API to manage multiple podcast s…
C 61 55 45 38 48 82 97
12287
sthossan
Enables users to get weather information and Islamic prayer (Namaz) times, alon…
C 61 55 48 100 24 81 41
12288
Moderator11
An MCP server that interfaces with the WorldBank API to retrieve economic and l…
C 61 54 45 56 N/A 29 95 76
12289
infinitimeless
An MCP server that allows Claude to interact with local LLMs running in LM Stud…
C 61 54 57 28 N/A 21 95 100
12290
johnagan
MCP server that enables collection of data from BuildingLink, providing access …
C 61 55 62 47 60 81 55
12291
kukapay
dune-analytics-mcp Claim 1
A mcp server that bridges Dune Analytics data to AI agents.
C 61 55 51 42 43 80 91
12292
imoon
A Model Context Protocol server that bridges Microsoft Teams and MCP-compatible…
C 61 55 51 55 18 81 94
12293
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
12294
rubenpenap
MCP Auth Claim
A remote MCP server implementation that demonstrates authentication and authori…
C 61 66 78 75 0 30 81 98
12295
jacklatrobe
A cognitive scaffolding platform that helps AI agents break down complex tasks …
C 61 55 72 30 19 83 94
12296
freesolo-co
Clado MCP Server Claim
Enables LinkedIn data operations including user search, profile enrichment, con…
C 61 55 54 65 43 81 58
12297
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
12298
JesseEikeland
Provides access to 30+ Kali Linux penetration testing tools including Nmap, SQL…
C 61 54 66 33 N/A 25 88 87
12299
jarvismaximum-hue
ProfitPlay MCP Server Claim 1
Enables AI agents to interact with the ProfitPlay prediction market to trade sh…
C 61 66 90 62 0 30 76 99
12300
Sunwood-ai-labs
A Model Context Protocol server that analyzes and evaluates GitHub README docum…
C 61 55 57 100 N/A 19 95 16
Showing 12251–12300 of 57160 servers
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