MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14301
anntsmart
Automatically discovers and tests MCP services for security vulnerabilities inc…
D 53 66 74 46 0 24 81 88
14302
birdseyevue
DaisyUI MCP Server Claim
A token-efficient local MCP server that exposes DaisyUI component documentation…
D 53 64 60 21 0 62 95 94
14303
guibracco
An MCP server that enables AI assistants to interact with PostgreSQL databases …
D 53 55 47 20 30 69 100
14304
VIONWILLIAMS
A human-machine collaboration platform that manages team members and tasks usin…
D 53 66 72 42 0 32 82 86
14305
julie-berlin
Enables web search capabilities through the Tavily API, allowing users to searc…
D 53 55 48 22 26 81 89
14306
yushinna
A Model Context Protocol server that enables natural language-driven screenshot…
D 53 54 33 28 N/A 16 95 93
14307
Pedrohmlara
An MCP server that provides country-related data from the REST Countries API, a…
D 53 66 57 65 0 21 81 91
14308
adiletD
A Model Context Protocol server that enables querying feature suggestions from …
D 53 55 39 32 23 81 88
14309
wyccywwyc
Enables sending emails through SMTP with support for multiple recipients, attac…
D 53 55 48 27 27 78 82
14310
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
14311
Louie63
Enables users to fetch various types of jokes including Chuck Norris and Dad jo…
D 53 66 48 55 0 41 81 100
14312
HISHAN03
A Model Context Protocol server that provides various jokes (Chuck Norris, Dad …
D 53 66 41 65 0 41 81 93
14313
fishcoderman
Enables users to measure, track, and compare response times of GitHub Copilot a…
D 53 54 42 23 N/A 16 92 88
14314
hustcc
mcp-icon Claim
A Model Context Protocol (MCP) server for semantic SVG icon search. Generate in…
D 53 66 88 10 0 48 81 95
14315
Puliczek
mcp-memory Claim
🔥🖥️ MCP Memory is a MCP Server that gives MCP Clients (Cursor, Claude, Windsurf…
D 53 66 66 58 0 30 81 82 HT
14316
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
14317
saidsurucu
Marka Patent MCP Claim
Enables LLMs to search and retrieve detailed information from the Turkish Paten…
D 53 66 60 10 47 28 76 94
14318
MeetRathodNitsan
MCP AI Server Claim
A modular tool that combines RAG-based retrieval with Pinecone vector storage t…
D 53 54 48 22 N/A 23 95 75
14319
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
14320
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
14321
konarkm
Bridges Parallel's Monitor API with Poke to receive SMS notifications when web …
D 53 66 54 50 0 42 81 95
14322
MertArtun
WeatherMCP Claim
Provides weather information using Open-Meteo API without requiring an API key.…
D 53 55 42 27 19 81 97
14323
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
14324
docleaai
Doclea MCP Claim
Provides persistent memory for AI coding assistants, storing and retrieving arc…
D 53 66 72 25 0 58 80 92
14325
yanndebray
Magic-MCP Claim
Enables generation of magic squares by exposing a single tool that connects to …
D 53 66 58 58 0 37 81 86
14326
shineliang
A Model Context Protocol server that enables querying attendance information an…
D 53 55 45 27 16 80 95
14327
diegogfhjk
InventarioDB Claim
A small MCP server that manages a product inventory using SQLite, providing CRU…
D 53 54 42 32 N/A 21 95 73
14328
RyanCodrai
Sourced Claim
Source code search for every package on PyPI and npm.
D 53 66 88 10 0 44 81 96
14329
PINNACLEAISOLUTIONS
A demonstration project for building and running Model Context Protocol (MCP) s…
D 53 66 54 60 0 32 82 93
14330
Amdocs-Studio
Provides expert guidance for Harmony 2.0 development through Gemini AI, enablin…
D 53 66 80 35 0 27 81 94
14331
renovate-bot
Demonstrates how to deploy and run Model Context Protocol (MCP) servers using N…
D 53 66 54 61 0 30 81 92
14332
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
14333
tienngang
MCP Memory Claim
Enables MCP clients to remember user information, preferences, and behaviors ac…
D 53 66 54 71 0 21 81 86
14334
Fewsats
Agora MCP Claim 1
An MCP server that connects AI assistants to SearchAgora, enabling users to sea…
D 53 55 43 22 27 80 94
14335
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
14336
nestr-dev
mcp Claim
Connect AI to Nestr for Holacracy, Sociocracy, and self-organizing teams.
D 53 66 96 10 0 53 81 79
14337
cyberimaginationsi-gif
Basic MCP Server Claim
A minimal template MCP server demonstrating basic tools, resources, and prompts…
D 53 55 54 41 30 81 55
14338
stucchi
Enables interaction with the Telnyx API for billing, phone numbers, and messagi…
D 53 54 53 0 32 82 99
14339
iclickfreedownloads
Enables searching Airbnb listings with advanced filtering (location, dates, gue…
D 53 66 90 10 0 50 81 92
14340
afgong
Explore your Messages SQLite database to browse tables and inspect schemas with…
D 52 66 62 38 0 40 81 92
14341
Osseni94
keyneg-mcp Claim
Enterprise-grade sentiment analysis with 95+ labels, keyword extraction, and ba…
D 52 64 58 37 0 24 95 96
14342
Hyeongseob91
Enables FPS game developers to generate and visualize weapon recoil patterns fo…
D 52 55 60 40 19 82 50
14343
bridgpal
A basic example of developing and running serverless Model Context Protocol (MC…
D 52 66 54 61 0 21 81 91
14344
Ospray-creator
Enables management of n8n workflow automations through natural language, suppor…
D 52 55 60 32 21 81 60
14345
Moon-DaeSeung
mcp-todo Claim 2
An MCP server that integrates with the mcp-todo app to manage tasks and memos t…
D 52 55 33 66 32 80 47
14346
Xuzan9396
Automatically collects daily report data from KPI systems using browser automat…
D 52 64 48 48 0 47 95 83
14347
Ajey95
An AI-powered travel assistant connected to Claude via MCP that helps users pla…
D 52 55 56 20 24 76 82
14348
self-tech-labs
An MCP server providing standardized access to Swiss court decisions through th…
D 52 64 51 55 0 20 95 88
14349
payclaw
badge Claim
Agents are not bots. Prove it. MCP-native identity declaration for authorized a…
D 52 64 72 16 0 58 83 89
14350
shutter-network
Shutter MCP Claim
Enables timelock encryption using the Shutter Network, allowing users to encryp…
D 52 66 66 38 0 30 81 99
Showing 14301–14350 of 67226 servers
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