MCP Server Quality Scores

Independent quality analysis of 69111 public MCP servers

69111
Discovered
→
33827
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 18 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12201
conacts
A deployable Model Context Protocol server for Cloudflare Workers that enables …
C 61 5⁄5 ◉ ⏳ 48 66 — 21 81 83
12202
uraoz
A Model Context Protocol server that enables AI assistants like Claude to use B…
C 61 5⁄4 ◉ ⏳ 33 57 N/A 41 95 78
12203
leogue
StockMCP ⚡ Claim
Provides real-time stock market data and financial analysis through Yahoo Finan…
C 61 6⁄6 ◉ ⏳ 94 62 0 23 81 96
12204
Sunwood-ai-labs
A Model Context Protocol server that analyzes and evaluates GitHub README docum…
C 61 5⁄5 ◉ ⏳ 57 100 N/A 19 95 16
12205
zhenzp
Fund MCP Server ⚡ Claim 1
A Model Context Protocol server that provides access to a fund knowledge base. …
C 61 5⁄5 ◉ ⏳ 57 61 — 36 80 67
12206
zipsmart-ai
A deployable Model Context Protocol server on Cloudflare Workers that enables c…
C 61 5⁄5 ◉ ⏳ 48 65 — 21 81 85
12207
Moderator11
An MCP server that interfaces with the WorldBank API to retrieve economic and l…
C 61 5⁄4 ◉ ⏳ 45 56 N/A 29 95 76
12208
chris-enea
A Cloudflare Workers-based MCP server that enables deployment of custom tools a…
C 61 5⁄5 ◉ ⏳ 48 68 — 21 81 81
12209
vishnumallela
Zendesign MCP Server ⚡ Claim 1
An MCP server that allows Cursor users to fetch real-time information about Zen…
C 61 5⁄4 ◉ ⏳ 45 31 N/A 42 95 93
12210
kami2k1
MCP MySQL Server ⚡ Claim
Enables full control database operations on MySQL through natural language comm…
C 61 5⁄5 ◉ ⏳ 66 33 — 16 81 100
12211
AnuragB7
MCP-RAG Claim
An MCP-compatible system that handles large files (up to 200MB) with intelligen…
C 61 5⁄5 ◉ ⏳ 56 40 — 37 81 92
12212
JackKuo666
🔍 Enable AI assistants to search and access Google Scholar papers through a sim…
C 61 5⁄5 ◉ ⏳ 70 27 — 24 83 96
12213
kwanGDss
Bizinfo MCP Server ⚡ Claim
Enables users to search and query Korean business announcements from 기업마당 (Bizi…
C 61 5⁄5 ◉ ⏳ 66 82 — 26 81 37
12214
guillelagoria
Enables users to search and access DOOR support documentation and knowledge bas…
C 61 6⁄6 ◉ ⏳ 88 72 0 22 81 93
12215
Omkar4141
Enables natural language expense management with SQLite storage, allowing users…
C 61 5⁄4 ◉ ⏳ 56 25 N/A 27 95 98
12216
Orchardxyz
Mammoth MCP Server ⚡ Claim
Converts Microsoft Word DOCX files to clean, semantic HTML with support for pre…
C 61 6⁄4 ◉ ⏳ 66 60 0 56 95 91
12217
will-garrett
debugpy-mcp ⚡ Claim 1
An MCP server that enables agents to attach debugpy to running Python processes…
C 61 5⁄4 ◉ ⏳ 45 62 N/A 30 87 75
12218
ciJaein
Basic MCP Server ⚡ Claim
A minimal template MCP server demonstrating basic tools, resources, and prompts…
C 61 5⁄5 ◉ ⏳ 54 66 — 27 81 71
12219
piotrpalek
MCP Think Tool ⚡ Claim 1
An MCP server implementation of Anthropic's Think Tool prompt engineering techn…
C 61 5⁄5 ◉ ⏳ 39 100 — 18 81 55
12220
nabossha
Provides Swiss weather forecast data, allowing users to search for Swiss locati…
C 61 5⁄5 ◉ ⏳ 66 82 — 46 80 21
12221
maxvint
Provide a specialized MCP server that enables integration with cryptocurrency r…
C 61 5⁄4 ◉ ⏳ 36 56 N/A 28 90 94
12222
TollboothLabs
Reduces MCP tool description token costs by 40-70% through pure text schema dis…
C 61 5⁄4 ◉ ⏳ 60 36 N/A 18 95 88
12223
ShiinaRuri
Enables deployment of MCP servers without authentication on Cloudflare Workers.…
C 61 5⁄5 ◉ ⏳ 48 67 — 21 81 80
12224
Wolfe-Jam
gemini-faf-mcp ⚡ Claim
Persistent project context for Google Gemini. Python/FastMCP. IANA-registered .…
C 61 6⁄4 ◉ ⏳ 72 46 0 63 95 100
12225
jarvismaximum-hue
ProfitPlay MCP Server ⚡ Claim 1
Enables AI agents to interact with the ProfitPlay prediction market to trade sh…
C 61 6⁄6 ◉ ⏳ 90 62 0 30 76 99
12226
carlosedp
Redfish MCP Server ⚡ Claim
Enables AI agents and LLMs to control and monitor Redfish-enabled hardware thro…
C 61 6⁄6 ◉ ⏳ 84 73 0 23 81 98
12227
bithou
A tool that allows deployment of a Model Context Protocol server on Cloudflare …
C 61 5⁄5 ◉ ⏳ 48 66 — 21 81 82
12228
yunuscan
Enables AI clients to interact with and control the Unity Editor through a Pyth…
C 61 5⁄4 ◉ ⏳ 54 27 N/A 27 95 99
12229
cameronking4
A sample MCP server implementation for Next.js projects that uses the Vercel MC…
C 61 6⁄6 ◉ ⏳ 72 68 0 44 81 100
12230
rioriost
AGE-MCP-Server ⚡ Claim 1
An MCP server that provides natural language interaction with Apache AGE graph …
C 61 5⁄5 ◉ ⏳ 71 0 — 72 71 100
12231
kukapay
uniswap-poolspy-mcp ⚡ Claim 1
An MCP server that tracks newly created liquidity pools on Uniswap across multi…
C 61 5⁄5 ◉ ⏳ 49 47 — 38 81 92
12232
anpy-j
MCP Oracle Server ⚡ Claim 1
A Model Context Protocol server that enables Claude to access and interact with…
C 61 5⁄4 ◉ ⏳ 45 30 N/A 38 95 98
12233
MatthewSnow2
ComfyUI MCP Server ⚡ Claim
Enables Claude to generate images through a local ComfyUI instance using Stable…
C 61 5⁄4 ◉ ⏳ 66 20 N/A 27 94 96
12234
Kentaro121
Enables deployment of MCP servers on Cloudflare Workers without authentication …
C 61 5⁄5 ◉ ⏳ 48 68 — 24 81 78
12235
Yoshua-Carrera
Python MCP Server ⚡ Claim
A demonstration MCP server built with fastmcp that provides basic utility tools…
C 61 5⁄4 ◉ ⏳ 60 30 N/A 26 95 91
12236
violet4795
Provides AI coding agents with access to Figma design data through the Figma AP…
C 61 6⁄6 ◉ ⏳ 74 71 0 55 81 86
12237
osinmv
MCP server for function signature lookups.
C 61 5⁄4 ◉ ⏳ 51 31 N/A 33 90 98
12238
tienan92it
A Model Context Protocol server that exposes Binance cryptocurrency exchange da…
C 61 5⁄5 ◉ ⏳ 51 41 — 39 82 93
12239
CultriX-Github
A Cloudflare Workers-based MCP server that enables tool integration with Claude…
C 61 5⁄5 ◉ ⏳ 56 51 — 29 83 79
12240
ashley-ha
MCP Browser Agent ⚡ Claim
A browser automation agent that enables Claude to interact with web browsers th…
C 61 5⁄4 ◉ ⏳ 54 31 N/A 42 87 90
12241
Pevansh
Tracks learning progress and generates personalized daily learning insights usi…
C 61 5⁄5 ◉ ⏳ 76 25 — 26 81 90
12242
maplehilllabs
Enables Claude to search, retrieve, and analyze Lifelogs from Limitless AI thro…
C 61 6⁄6 ◉ ⏳ 73 70 0 54 80 93
12243
kukapay
modbus-mcp ⚡ Claim 1
An MCP server that standardizes and contextualizes industrial Modbus data.
C 61 5⁄4 ◉ ⏳ 45 35 N/A 43 95 91
12244
comeonzhj
A MCP server that generates high-quality images using Volcano Engine's JiMeng A…
C 61 5⁄5 ◉ ⏳ 47 100 — 40 81 25
12245
HundunOnline
MCP Metaso ⚡ Claim 1
A Model Context Protocol server that enables Claude and compatible AI assistant…
C 61 5⁄5 ◉ ⏳ 47 46 — 57 80 79
12246
sunhuiowo
MCP_3 Claim
Provides paper search and management capabilities along with weather queries, d…
C 61 5⁄5 ◉ ⏳ 72 25 — 24 81 96
12247
tomkingchen
A deployable authentication-free MCP (Model Context Protocol) server on Cloudfl…
C 61 5⁄5 ◉ ⏳ 48 65 — 22 81 82
12248
MokshadaRaibagkar
A lightweight AI agent that fetches real-time weather alerts for any U.S. state…
C 61 5⁄4 ◉ ⏳ 60 26 N/A 21 95 100
12249
rkmonarch
SVM-MCP Claim 1
A Model Context Protocol server that connects Claude AI with SOON and other SVM…
C 61 5⁄5 ◉ ⏳ 39 55 — 27 81 100
12250
kukapay
tornado-cash-mcp ⚡ Claim 1
An MCP server that tracks Tornado Cash deposits and withdrawals to reveal hidde…
C 61 5⁄5 ◉ ⏳ 45 42 — 40 80 100
Showing 12201–12250 of 69111 servers
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