MCP Server Quality Scores

Independent quality analysis of 33842 public MCP servers

33842
Discovered
28878
Scored
2088
Verified
16951
Complete

Last updated 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14251
stucchi
Telnyx Claim 1
MCP server for the Telnyx API — billing, phone numbers, and messaging
D 53 54 53 0 N/A 32 82 99
14252
Leanware-io
A Model Context Protocol server that enables Large Language Models to interact …
D 53 66 59 41 0 50 81 94
14253
manuelpsnunes
An MCP server template that provides humor-related tools, specifically fetching…
D 53 66 41 55 0 47 81 100
14254
aarya-rapid
namesilo-mcp Claim
D 53 54 38 18 N/A 29 95 86
14255
marcelacout0
MCP Memory Claim
Enables AI assistants to remember user information across conversations using v…
D 53 66 54 68 0 27 81 84
14256
9renbufu
Weather MCP Server Claim 1
Provides real-time weather information for global locations and 12 major Chines…
D 53 55 54 0 45 82 89
14257
docleaai
Doclea MCP Claim
Provides persistent memory for AI coding assistants, storing and retrieving arc…
D 53 66 72 25 0 58 80 92
14258
tienngang
MCP Memory Claim
Enables MCP clients to remember user information, preferences, and behaviors ac…
D 53 66 54 71 0 21 81 86
14259
arjunkmrm
arjunkmrm-watch2 Claim
Get the current time in your chosen timezone. Browse available continents and r…
D 53 66 58 57 0 26 81 96
14260
MertArtun
WeatherMCP Claim
Provides weather information using Open-Meteo API without requiring an API key.…
D 53 55 42 27 19 81 97
14261
nestr-dev
mcp Claim
Connect AI to Nestr for Holacracy, Sociocracy, and self-organizing teams.
D 53 66 96 10 0 53 81 79
14262
kaisumi
Weather MCP Claim 1
A Model Context Protocol server that provides current weather information and 3…
D 53 55 45 41 23 81 70
14263
PINNACLEAISOLUTIONS
A demonstration project for building and running Model Context Protocol (MCP) s…
D 53 66 54 60 0 32 82 93
14264
hamcommania-design
A boilerplate project for quickly developing Model Context Protocol servers usi…
D 53 64 54 71 0 26 95 66
14265
keenanbb
TIDAL MCP Server Claim
Enables interaction with TIDAL music streaming service through 27 tools for sea…
D 53 55 60 0 24 78 100
14266
nirholas
Convert any GitHub repo to MCP server - automatic tool generation API wrap
D 53 64 94 33 0 64 95 28
14267
emirks
Provides access to Turkish higher education data, enabling search and retrieval…
D 53 66 54 61 0 34 76 98
14268
VIONWILLIAMS
A human-machine collaboration platform that manages team members and tasks usin…
D 53 66 72 42 0 32 82 86
14269
longbowzz
A Model Context Protocol server that converts SVG code to PNG images, offering …
D 53 54 41 37 N/A 16 92 75
14270
arjunkmrm
arjunkmrm-ahoy2 Claim
Create friendly greetings by name, with an optional pirate tone. Explore the or…
D 53 66 56 57 0 21 82 100
14271
RyanCodrai
Sourced Claim
Source code search for every package on PyPI and npm.
D 53 66 88 10 0 44 81 96
14272
Puliczek
MCP Memory Claim
A server that gives MCP clients (Cursor, Claude, Windsurf, etc.) the ability to…
D 53 66 66 58 0 30 81 82 HT
14273
aki-kii
MCP UUID Server Claim
A simple service that generates random UUIDs when requested through Claude Desk…
D 53 54 42 12 N/A 23 95 94
14274
Danii2020
Weather MCP Server Claim
Provides real-time weather forecasts and alerts by fetching data from the Natio…
D 53 55 54 35 22 81 69
14275
ag2-mcp-servers
Stellastra MCP Server Claim 1
An MCP Server that enables multi-agent conversation interactions with the Stell…
D 53 55 45 60 21 81 51
14276
anntsmart
Automatically discovers and tests MCP services for security vulnerabilities inc…
D 53 66 74 46 0 24 81 88
14277
renovate-bot
Demonstrates how to deploy and run Model Context Protocol (MCP) servers using N…
D 53 66 54 61 0 30 81 92
14278
miyatsuki
Slack MCP Server Claim 1
A Model Context Protocol server that enables LLMs to interact with Slack worksp…
D 53 55 45 46 24 81 61
14279
theoddden
terradev Claim
Complete GPU infrastructure for Claude Code — 192 MCP tools for provisioning, t…
D 53 64 96 26 0 53 75 70
14280
xiaobenyang-com
Public-Promo Claim
A lightweight, database-free, configuration-free HTTP proxy server with built-i…
D 53 64 72 38 0 45 95 68
14281
gkhays
MCP SBOM Server Claim 1
A Model Context Protocol server that performs Trivy scans to generate Software …
D 53 54 41 22 N/A 20 95 84
14282
asrvd
Flux Claim
An AI-powered MCP server that enables natural language interaction with AO (Arw…
D 53 66 68 55 0 25 81 86
14283
Pedrohmlara
An MCP server that provides country-related data from the REST Countries API, a…
D 53 66 57 65 0 21 81 91
14284
ThingsPanel
ThingsPanel MCP Claim 1
An integration server that connects AI models with ThingsPanel IoT platform, al…
D 53 55 66 43 58 78 16
14285
Fu-Jie
MCP-OPENAPI-DOCX Claim
Enterprise-grade document editing and management server that enables AI-powered…
D 53 66 42 63 0 50 82 90
14286
inai17ibar
Enables users to log meals, track daily and weekly calorie intake, and manage d…
D 53 55 48 22 19 81 91
14287
ASH1998
Excel Explorer Claim 1
An MCP server that allows LLMs to read, analyze, and interact with Excel files …
D 53 55 47 20 23 81 91
14288
jjjtyy666
A FastMCP-powered server for accessing curated travel spot data from a PostgreS…
D 53 55 48 27 27 82 81
14289
noahgsolomon
A Model Context Protocol server enabling AI assistants to create, buy, and sell…
D 53 64 45 63 0 26 95 92
14290
dragonkhoi
Ramp MCP Claim 1
An MCP server that connects to the Ramp API, allowing users to interact with th…
D 53 66 57 61 0 37 81 83
14291
adiletD
A Model Context Protocol server that enables querying feature suggestions from …
D 53 55 39 32 23 81 88
14292
clarenous
VeyraX MCP Claim
Provides unified access to all tools integrated with the VeyraX platform throug…
D 53 66 68 53 0 25 80 88
14293
naren8642
Duffel MCP Server Claim 2
An MCP server that integrates the Duffel flights API to enable flight searching…
D 53 55 63 0 27 81 94
14294
kennyckk
KMB Bus MCP Server Claim 1
A Model Context Protocol server that provides real-time access to Hong Kong's K…
D 53 66 67 27 0 48 83 100
14295
es3154
Turf-MCP Claim
Provides comprehensive geospatial analysis capabilities through Turf.js, enabli…
D 53 55 50 36 46 81 51
14296
ErickWendel
A Model Context Protocol (MCP) server that provides tools to query Erick Wendel…
D 53 66 67 32 0 61 81 88
14297
stayce
partd-mcp Claim 1
CMS Medicare Part D drug spending and prescriber data. 2024 quarterly data.
D 53 66 72 57 0 47 82 61
14298
birdseyevue
daisyui-mcp Claim
🌼 A token-friendly local MCP server for DaisyUI component documentation using t…
D 53 64 60 21 0 62 95 94
14299
ag2-mcp-servers
An MCP server that allows users to get global time information via Interzoid's …
D 53 55 45 27 21 80 89
14300
viswajit2304
UNO Game MCP Server Claim 1
An MCP server that enables LLMs to participate in a multi-player UNO card game …
D 53 55 57 0 32 81 97
Showing 14251–14300 of 33842 servers
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