MCP Server Quality Scores

Independent quality analysis of 69052 public MCP servers

69052
Discovered
→
33772
Scored
→
2112
Verified
→
16953
Complete

Last updated 37 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7051
kstonekuan
Enables Claude Code to send notifications to Discord channels via webhooks when…
B 71 5⁄5 ◉ ⏳ 72 62 — 46 81 91
7052
hyperspell
hyperspell-mcp ⚡ Claim
Hyperspell lets you connect AI powered apps to any data — it's Plaid for unstru…
B 71 5⁄4 ◉ ⏳ 62 66 N/A 23 96 99
7053
samihalawa
Enables AI assistants to automate Next.js development including project scaffol…
B 71 5⁄4 ◉ ⏳ 54 62 N/A 41 95 100
7054
WhenYouAreStrange
goodbook-mcp ⚡ Claim
A modern Model Context Protocol (MCP) server that works exclusively with PDF fi…
B 71 5⁄5 ◉ ⏳ 78 91 N/A 23 95 48
7055
chacebot
MCP Xcode Server ⚡ Claim 2
An MCP server that provides tools for programmatically interacting with Xcode p…
B 71 5⁄4 ◉ ⏳ 71 50 N/A 46 87 99
7056
takeachangs
Strudel MCP Server ⚡ Claim 1
Enables AI assistants to work with Strudel live coding patterns for music creat…
B 71 5⁄5 ◉ ⏳ 68 62 — 46 82 92
7057
Shengwang-Community
A document-based MCP server that supports keyword searching and content retriev…
B 71 6⁄6 ◉ ⏳ 60 68 78 36 81 100
7058
Sheepion
Enables AI assistants to load, parse, and query OpenAPI/Swagger documentation f…
B 71 5⁄5 ◉ ⏳ 72 68 — 21 82 100
7059
lordbasilaiassistant-sudo
MCP server to scan smart contracts on Base for honeypots, rug pulls, and vulner…
B 71 5⁄5 ◉ ⏳ 72 100 N/A 34 95 40
7060
sungmin-koo-ai
Enables Claude Desktop users to generate and edit high-quality images using Goo…
B 71 5⁄4 ◉ ⏳ 62 46 N/A 53 95 99
7061
oeo
Enables crawling and extracting clean content from documentation websites with …
B 71 5⁄5 ◉ ⏳ 90 56 — 23 80 92
7062
jianchundev
Enables AI agents to access real-time Binance cryptocurrency market data includ…
B 71 5⁄5 ◉ ⏳ 60 68 — 50 82 93
7063
forgequant
Provides AI agents access to cryptocurrency derivatives analytics through 22 un…
B 71 5⁄5 ◉ ⏳ 72 72 — 24 83 92
7064
Jiansen
Proxy Doctor ⚡ Claim
Diagnose proxy misconfigurations that break AI coding tools (Cursor, VS Code, W…
B 71 5⁄4 ◉ ⏳ 66 36 N/A 66 95 95
7065
XInTheDark
Fetch MCP Server ⚡ Claim
Enables LLMs to retrieve and process web content by fetching URLs and convertin…
B 71 5⁄5 ◉ ⏳ 72 100 — 39 81 48
7066
cnkanwei
mcp-server-echart ⚡ Claim
基于 mcp-go 框架构建的 mcp 服务,它提供了一个能动态生成 ECharts 图表页面的工具。
B 71 5⁄4 ◉ ⏳ 66 58 N/A 44 95 88 HT
7067
royerlab
Napari MCP Server ⚡ Claim
MCP server for remote control of napari viewers via Model Context Protocol, ena…
B 71 5⁄4 ◉ ⏳ 70 35 N/A 76 84 97
7068
anarsyakir
Enables interaction with Postman workspaces, collections, requests, responses, …
B 71 5⁄5 ◉ ⏳ 78 57 — 42 81 92
7069
mbrt
Kustomize MCP ⚡ Claim 1
An MCP server designed to help AI models refactor Kubernetes configurations by …
B 71 5⁄4 ◉ ⏳ 57 68 N/A 33 95 96
7070
eliasbiondo
Reddit MCP Server ⚡ Claim
Provides AI assistants with access to Reddit data for searching, browsing subre…
B 71 5⁄5 ◉ ⏳ 70 36 — 76 84 98
7071
Imsxm15
AIO-Osint ⚡ Claim
All in one Osint tools
B 71 5⁄4 ◉ ⏳ 90 28 N/A 37 95 99
7072
dewanshparashar
Enables monitoring and interaction with Arbitrum Nitro nodes and chains through…
B 71 5⁄5 ◉ ⏳ 90 83 — 33 81 53
7073
dalisecurity
WAF security testing: 5,500+ payloads, 25 WAF fingerprints, 21 recon checks, by…
B 71 5⁄4 ◉ ⏳ 84 23 N/A 70 95 86
7074
jorekai
Provides access to Deutsche Bahn train timetables, station information, and sch…
B 71 5⁄5 ◉ ⏳ 78 100 — 45 81 39
7075
patch-ridermg48
Provides advanced cryptocurrency and stock market analysis using TradingView da…
B 71 5⁄5 ◉ ⏳ 54 82 — 49 81 87
7076
gokmengokhan
endnote-mcp ⚡ Claim
Search, cite, and read PDFs from your EndNote library in Claude Desktop
B 71 5⁄4 ◉ ⏳ 76 32 N/A 68 94 90
7077
cyborgx0x
mcp-docmost ⚡ Claim 2
An MCP server for the Docmost documentation platform that enables managing page…
B 71 5⁄5 ◉ ⏳ 63 65 — 45 80 100
7078
atarkowska
fastmcp-pdftools ⚡ Claim 1
An MCP server that provides [describe what your server does]
B 71 5⁄5 ◉ ⏳ 29 82 N/A 64 95 90
7079
gwhthompson
grist-mcp-server ⚡ Claim
11 tools for managing Grist documents with AI
B 71 5⁄4 ◉ ⏳ 84 40 N/A 58 83 90
7080
VIGNESH-2232005
Example MCP Server ⚡ Claim
A Node.js/TypeScript MCP server template with sample tools (ping and system_inf…
B 71 5⁄4 ◉ ⏳ 78 46 N/A 24 95 100
7081
el95149
Enables AI assistants to search for files and content across the file system us…
B 71 5⁄4 ◉ ⏳ 76 58 N/A 49 95 68
7082
jlromano
Miro MCP Server ⚡ Claim 1
Enables Claude Desktop to interact with Miro boards to list projects, retrieve …
B 71 5⁄5 ◉ ⏳ 78 66 — 21 80 99
7083
glifxyz
MyMCPSpace ⚡ Claim 2
A social netwok for bots! Interact with your fellow AI agents, no humans allowed
B 71 5⁄5 ◉ ⏳ 66 100 — 43 80 53
7084
r-huijts
opentk-mcp ⚡ Claim 1
Access Dutch Parliament (Tweede Kamer) information including documents, debates…
B 71 5⁄5 ◉ ⏳ 64 60 — 51 82 97
7085
theduodecim
ascii-art ⚡ Claim
MCP server that exposes ASCII and Unicode art tools
B 71 5⁄5 ◉ ⏳ 66 82 N/A 35 95 65
7086
microsoft
markitdown ✓ ⚡ Claim
MCP tool access to MarkItDown -- a library that converts many file formats (loc…
B 71 5⁄4 ◉ ⏳ 72 30 N/A 72 94 94
7087
Fastops-ai
Enables users to collect, search, and retrieve product feedback and full conver…
B 71 5⁄5 ◉ ⏳ 84 57 — 29 80 92
7088
Stryk91
Universal MCP bridge to LSP servers. One binary, 6 languages, config-driven.
B 71 5⁄4 ◉ ⏳ 84 28 N/A 49 90 100
7089
mlava
Resolve any scholarly identifier (DOI, PMID, PMCID, ISBN, arXiv, ISSN, ADS bibc…
B 71 5⁄4 ◉ ⏳ 78 56 — 55 84 77
7090
Lizzard-Solutions
Enables comprehensive browser automation through Browserless.io including PDF g…
B 71 5⁄5 ◉ ⏳ 90 66 — 22 74 87
7091
worldnine
Integrates Textwell with the Model Context Protocol for facilitating text opera…
B 71 5⁄4 ◉ ⏳ 78 57 N/A 25 89 94
7092
espressif
esp-rainmaker-mcp ⚡ Claim 1
Official Espressif MCP Server to manage and control ESP RainMaker Devices.
B 71 5⁄5 ◉ ⏳ 86 46 — 41 82 90
7093
knight0zh
MSSQL MCP Server ⚡ Claim 2
A Model Context Protocol server that enables executing SQL queries and managing…
B 71 5⁄5 ◉ ⏳ 69 100 — 52 81 44
7094
marouanemkm
Provides AI agents with unified access to Gmail for email management (send, rea…
B 71 5⁄5 ◉ ⏳ 84 58 — 24 81 94
7095
gianlucamazza
MCP ASCII Charts ⚡ Claim 1
A Model Context Protocol server that generates lightweight ASCII charts directl…
B 71 5⁄5 ◉ ⏳ 71 100 — 52 81 41
7096
BACH-AI-Tools
Biztoc MCP Server ⚡ Claim 1
An MCP server that provides access to the Biztoc API for retrieving latest busi…
B 71 5⁄5 ◉ ⏳ 41 100 — 45 81 87
7097
labarilem
brainfaq-mcp ⚡ Claim 1
MCP server for the BrainFuck programming language
B 71 5⁄4 ◉ ⏳ 59 61 N/A 52 91 93
7098
supercurses
Creates and manipulates PowerPoint presentations with capabilities for adding v…
B 71 5⁄4 ◉ ⏳ 90 26 N/A 48 95 92
7099
aamar-shahzad
MCP Screenshot Server ⚡ Claim 1
Enables capturing screenshots and annotating images with boxes, arrows, text, h…
B 71 5⁄5 ◉ ⏳ 72 58 — 53 80 92
7100
ctf2009
CastleCall MCP ⚡ Claim
Exposes a text-to-speech announcement tool for the CastleCall home PA system on…
B 71 5⁄5 ◉ ⏳ 72 58 — 35 83 100
Showing 7051–7100 of 69052 servers
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