MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8501
DuncanDam
Enables comprehensive content analysis through web scraping, document processin…
C 69 55 72 61 27 81 96
8502
aranjan
kite-mcp Claim 1
Trade Indian stocks on Zerodha Kite via natural conversation. 14 tools for hold…
C 69 55 90 10 71 81 99
8503
shadowcz007
mcp_server_exe Claim
小智 & Cursor 的 MCP 启动器 - MCP For Cursor&xiaozhi。打包成可执行文件。Turn MCP server into an…
C 69 55 96 28 N/A 74 81 62
8504
questflowai
Enables AI agents to interact with the Aster Finance Futures API for cryptocurr…
C 69 55 86 82 24 81 55
8505
nasoma
Joomla MCP Server Claim
Joomla MCP Server
C 69 55 76 47 47 81 91
8506
dayongd1
Enables secure file uploads to Amazon S3 with progress tracking and presigned U…
C 69 55 66 65 40 81 89
8507
robotmem
RobotMem Claim
Enables robots to store, retrieve, and consolidate episodic experiences includi…
C 69 54 76 37 N/A 62 95 73
8508
TeodorTrotea
Enables AI assistants to manage development workflows by running build commands…
C 69 55 72 100 23 81 51
8509
rakeshpvconnect-ops
MCP Tool Server Claim
A production-ready Python MCP server providing tools for fetching live weather …
C 69 54 72 56 N/A 25 87 96
8510
ryansherby
ViperMCP Claim
A mixture-of-experts visual question-answering server that enables visual groun…
C 69 55 78 57 27 81 89
8511
pragmar
Advanced search and retrieval for web crawler data. Supports WARC, wget, Katana…
C 69 54 94 20 N/A 48 90 88
8512
zhdenny
Enables intelligent cocktail discovery and recipe retrieval from Bar Assistant …
C 69 55 84 40 43 81 93
8513
c20020207
AppSignal MCP Server Claim 1
A Model Context Protocol server that connects to AppSignal, allowing users to f…
C 69 55 51 72 40 81 100
8514
kinmeic
Roundtable Claim 1
A multi-role AI discussion system that enables users to manage diverse AI perso…
C 69 55 84 50 43 80 80
8515
ananddtyagi
A MCP server for taking screenshots of webpages to use as feedback during UI de…
C 69 54 51 71 N/A 45 87 91
8516
anoopt
Enables comprehensive Microsoft To Do task management through Microsoft Graph A…
C 69 55 60 72 29 80 96
8517
GongRzhe
JSON MCP Server Claim 4
A Model Context Protocol server implementation that enables LLMs to query and m…
C 69 55 77 100 42 69 42
8518
Legolasan
Enables Claude to interact with Snowflake data warehouses through natural langu…
C 69 55 78 47 43 76 97
8519
alxspiker
FTP Access Server Claim
Interact with FTP servers seamlessly. List directories, upload and download fil…
C 69 55 66 100 N/A 41 81 43
8520
OuchiniKaeru
MCP Data Analyzer Claim
Enables loading and statistical analysis of .xlsx and .csv files with visualiza…
C 69 54 84 26 N/A 48 95 86
8521
AndresGarciaSobrado91
A server that provides tools to interact with Databricks for cluster, job, note…
C 69 54 74 38 N/A 34 95 100
8522
Zhuoli
Provides read-only access to native macOS system utilities including disk manag…
C 69 55 54 82 N/A 26 95 81
8523
Jimmy974
Create and manage n8n workflows programmatically.
C 69 55 96 70 N/A 40 89 33
8524
rubenaguir
ClickUp MCP Server Claim
Enables integration with ClickUp's task management platform, allowing users to …
C 69 55 86 43 24 81 100
8525
tvergilio
Enables AI assistants to search and query Lucene/NRTSearch indexes using natura…
C 69 55 78 52 27 81 95
8526
hoium
Enables natural language interaction with JumpCloud environments to query users…
C 69 55 74 63 22 81 93
8527
robcerda
monarch-mcp-server Claim 1
MCP Server for use with Monarch Money
C 69 55 47 82 N/A 49 81 85
8528
nordeim
Provides AI agents like Claude with secure, controlled access to network securi…
C 69 55 72 67 24 80 91
8529
FYZAFH
mcp-codex-dev Claim 1
An MCP server that integrates Codex CLI into Claude Code workflows for code wri…
C 69 54 57 63 N/A 41 92 88
8530
koundinya
Zendesk MCP Server Claim
A server implementation that provides Claude AI with the ability to interact wi…
C 69 55 54 70 45 76 100
8531
Racimy
Enables users to search for movies and retrieve showtimes from Allociné, includ…
C 69 55 78 52 30 81 94
8532
himly0302
Web Analysis MCP Claim 1
Enables intelligent web searching using SearXNG with content crawling via Creep…
C 69 55 72 71 37 76 80
8533
Deploya-labs
Compose and send emails directly from your LLM applications without the hassle …
C 69 54 62 66 N/A 21 95 92
8534
openocean-finance
OpenOcean MCP Claim
Enables interaction with decentralized exchanges (DEXs) through OpenOcean, allo…
C 69 55 78 56 21 81 100
8535
cloudflare
Workers MCP Claim
A package that connects Claude Desktop and other MCP clients to Cloudflare Work…
C 69 55 86 32 57 81 87
8536
stucchi
Domain Check Claim
Check domain availability across 500+ TLDs. Single and bulk checks with UI.
C 69 54 72 41 N/A 34 94 100
8537
parmindersk
mcp-starter Claim
mcp-starter is a secure, starter framework for building MCP servers with JWT-ba…
C 69 55 66 56 41 81 95
8538
igorbrasileiro
A full-stack template for building Model Context Protocol (MCP) servers with a …
C 69 55 84 57 18 81 91
8539
yayoboy
Oxide Claim 1
Intelligent LLM orchestrator that automatically routes tasks to the most approp…
C 69 55 84 43 37 80 92
8540
rnaga
WordPress MCP Server Claim 2
MCP server for WordPress. Manage posts, users, comments, terms, metadata, and s…
C 69 54 73 67 N/A 30 69 95
8541
MLValidationDebug
A minimal Model Context Protocol (MCP) server that uses streamable HTTP transpo…
C 69 55 74 57 22 82 100
8542
sharkusmanch
Steam MCP Server Claim
Provides tools for interacting with the Steam Web API to access player profiles…
C 69 55 76 40 65 81 86
8543
twinzies
gmail-mcp Claim
C 69 54 62 68 N/A 20 95 89
8544
sirsambhav221
Enables interaction with Docker Hub through Claude to search images, get image …
C 68 55 66 70 26 80 90
8545
mcp-auth
python Claim
🔐 Plug-and-play auth for Python MCP servers.
C 68 64 80 72 0 68 95 98
8546
Sjotie
Notion MCP Server Claim 1
A Model Context Protocol server that connects Claude and other AI assistants to…
C 68 55 71 100 25 81 48
8547
block
Xcode Index MCP Claim
Gives Goose/Cursor access to your iOS/macOS project index through the Model Con…
C 68 54 60 38 N/A 50 95 96
8548
j4th
MTG MCP Server Claim
Magic: The Gathering card search, combo lookup, draft analytics, and Commander …
C 68 55 72 10 87 81 100
8549
behavioral-ds
MCP 101 Example Claim
A foundational implementation of a Model Context Protocol (MCP) server designed…
C 68 44 42 N/A N/A 34 95 98
8550
HelicopterHelicopter
Outline MCP Server Claim 2
An MCP server that enables reading, writing, and searching documents in Outline…
C 68 55 63 63 23 82 99
Showing 8501–8550 of 30006 servers
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