MCP Server Quality Scores

Independent quality analysis of 57580 public MCP servers

57580
Discovered
29834
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 53 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10251
dreyfus92
An MCP server that provides AI assistants with access to Astro documentation, e…
C 65 54 63 40 N/A 20 95 100
10252
Quantum-369
Enables interaction with Gmail through the Gmail API to read, send, and manage …
C 65 55 68 41 42 81 89
10253
zezeron
tweetsave-mcp Claim
Enables fetching tweets, threads, and converting them to blog posts without req…
C 65 66 84 75 0 54 81 96
10254
MuthuPalaniappan925
Integrates task management capabilities into Claude Desktop, enabling users to …
C 65 54 70 25 N/A 39 94 96
10255
edisoncruz
Provides structured access to actionable insights, frameworks, and leadership a…
C 65 54 70 22 N/A 45 92 95
10256
AnCode666
AEMET-MCP Claim 1
An MCP server that allows retrieving meteorological and climate data from Spain…
C 65 55 51 41 65 80 97
10257
vishnujayvel
Enables AI assistants to manage Splitwise expenses with atomic duplicate preven…
C 65 66 100 71 0 46 81 86
10258
jgamblin
A server that retrieves CVE details from the NVD API and fetches EPSS scores to…
C 65 55 66 35 39 82 100
10259
markuskreitzer
Enables LLMs like Claude to interact with PicoScope oscilloscopes for signal ac…
C 65 54 72 31 N/A 29 92 92
10260
pedrohzwang
An MCP server that enables integration with Google Drive through a service acco…
C 65 55 57 62 27 80 95
10261
sandraschi
Provides comprehensive monitoring and observability for MCP server ecosystems w…
C 65 55 60 62 26 81 87
10262
ZephyrDeng
This is a Model Context Protocol (MCP) server implemented in Go, providing a to…
C 65 55 76 58 73 81 34
10263 C 65 54 66 28 N/A 30 95 100
10264
knishioka
Cost Management MCP Claim 1
An MCP server for unified cost tracking and analysis across AWS, OpenAI, and An…
C 65 55 85 57 60 81 36
10265
pietrozullo
A FastMCP server that enables browser automation through natural language comma…
C 65 55 60 66 19 81 91
10266
yodakeisuke
This MCP server provides persistent memory integration for chat applications by…
C 65 55 78 82 17 81 48
10267
liveblocks
Create, modify, and delete different aspects of [Liveblocks](https://liveblocks…
C 65 55 56 82 49 81 49
10268
anhhung04
Enables AI assistants to perform detailed DNS reconnaissance through natural la…
C 65 55 68 43 25 81 99
10269
pgiles
Enables weather lookups, mathematical calculations, and context-aware operation…
C 65 55 60 57 18 81 99
10270
jameslovespancakes
MokuPDF Claim
Enables AI applications to read and process PDF files with intelligent file sea…
C 65 54 62 38 N/A 42 90 92
10271
ggerve
Provides tools for accessing coding style guidelines and best practices for var…
C 65 54 66 25 N/A 37 94 100
10272
a21071
A Model Context Protocol server that enables performing PostgreSQL database ope…
C 65 55 71 100 23 78 35
10273
hemangbhavasar
Enables LLMs to interact with Oracle Databases by providing specific table and …
C 65 55 84 28 41 71 98
10274
dearcloud09
Logseq MCP Server Claim 2
Enables AI assistants like Claude to directly read, write, search, and navigate…
C 65 54 86 66 N/A 31 90 36
10275
le-yo
MCP Weather Server Claim
A simple server that implements the Model Context Protocol, allowing AI models …
C 65 55 48 66 26 81 100
10276
juyitingmcp
聚义厅MCP Claim
An AI personality collaboration tool based on Model Context Protocol (MCP) that…
C 65 55 60 100 56 81 17
10277
317431629
3dsmax-mcp Claim 1
Enables AI assistants to directly control Autodesk 3ds Max through natural lang…
C 65 54 72 53 N/A 45 87 62
10278
stockmcp
Provides comprehensive data for A-shares, Hong Kong, and US stocks alongside cr…
C 65 55 66 31 70 81 84
10279
rsys-vtiwari
US NWS alerts by state and short-term (next 5 periods) point forecasts.
C 65 54 60 37 N/A 30 94 100
10280
mrosata
Provides read/write access to any FHIR-compliant healthcare API with built-in v…
C 65 55 80 38 27 81 89
10281
LelonDelonMelon
DiagramMCP Claim
Enables the dynamic generation of various software development diagrams, such a…
C 65 55 72 56 16 81 90
10282
sapientpants
DeepSource MCP Server Claim 1
A Model Context Protocol server that integrates with DeepSource to provide AI a…
C 65 55 81 41 79 84 40
10283
Skmalik768
Enables the generation of educational content such as multiple choice questions…
C 65 54 80 31 N/A 16 92 97
10284
formulahendry
MCP Server for MCP Registry to discover and search for available MCP servers in…
C 65 54 47 61 N/A 33 92 91
10285
yap-audio
Provides a robust interface for searching TikTok videos by hashtags and retriev…
C 65 55 78 28 43 81 91
10286
emicklei
melrose-mcp Claim
Plays [Melrōse](https://melrōse.org) music expressions as MIDI
C 65 54 66 56 N/A 53 92 51
10287
abel9851
mcp-server-mariadb Claim 1
An mcp server that provides read-only access to MariaDB.
C 65 54 61 27 N/A 58 90 91
10288
martingaston
mcp-gmail Claim
Enables interaction with Gmail through the Gmail API to read unread messages, r…
C 65 54 56 47 N/A 27 95 96
10289
leejersey
Hexo Blog MCP Server Claim 1
Enables AI clients to manage Hexo blogs by providing tools for article CRUD ope…
C 65 54 54 56 N/A 35 90 86
10290
jojodiaz
Test MCP Server Claim 1
A basic MCP server implementation for testing purposes. Communicates via stdio …
C 65 54 68 51 N/A 24 84 87
10291
SANKARAMDAS
A template for deploying authentication-free MCP servers on Cloudflare Workers,…
C 65 55 62 52 24 81 100
10292
Noveum
API-Market MCP Server Claim 4
A Model Context Protocol server that exposes over 200+ APIs from API.market as …
C 65 55 77 82 41 76 36
10293
Pranesh-2005
A set of tools allowing AI assistants to interact directly with GitHub, enablin…
C 65 55 60 58 16 81 99
10294
janswist
mcp-dexscreener Claim
Real-time on-chain market prices using open and free Dexscreener API
C 65 55 60 67 29 82 81
10295
emmanuelsystems
Notion MCP Server Claim 1
A Model Context Protocol server that connects AI assistants like Claude to Noti…
C 65 55 63 100 23 81 39
10296
QuixiAI
AGI MCP Server Claim 1
A Model Context Protocol server that provides persistent memory capabilities fo…
C 65 55 63 57 26 81 93
10297
mordang7
ContextKeep Claim
Infinite Long-Term Memory for AI Agents (MCP Server)
C 65 55 72 31 N/A 40 80 99
10298
voitta-ai
A Model Context Protocol gateway that connects to RFK Jr-related endpoints, sup…
C 65 54 84 23 N/A 19 95 92
10299
accelizero
Provides stock market data and computes technical indicators like EMA, MACD, an…
C 65 55 72 61 19 82 79
10300
frontalinilucas
saij-mcp Claim 1
Connects AI clients to Argentina's official legal database (SAIJ) to search and…
C 65 55 66 35 48 83 93
Showing 10251–10300 of 57580 servers
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