MCP Server Quality Scores

Independent quality analysis of 68965 public MCP servers

68965
Discovered
→
33703
Scored
→
2112
Verified
→
16953
Complete

Last updated 7 hours, 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2201
malaksedarous
Provides AI coding assistants with context optimization tools including targete…
B 78 5⁄5 ◉ ⏳ 90 65 — 64 80 87
2202
jameslovespancakes
Provides persistent, semantic memory storage for LLMs across sessions using vec…
B 78 5⁄4 ◉ ⏳ 84 75 N/A 40 92 89
2203
DSado88
A simple MCP server that provides accurate date and time information to Claude …
B 78 5⁄5 ◉ ⏳ 72 100 — 22 81 100
2204
iFurySt
RedNote MCP ⚡ Claim
Enables searching and accessing Xiaohongshu (RedNote) content via natural langu…
B 78 5⁄4 ◉ ⏳ 70 71 N/A 69 95 86
2205
humantextpro
mcp-server ⚡ Claim
AI text detection and humanization for Claude Code, Cursor, and Windsurf.
B 78 5⁄4 ◉ ⏳ 72 75 N/A 57 83 100
2206
tristau
Provides weather data integration using the OpenWeatherMap API, enabling users …
B 78 5⁄5 ◉ ⏳ 86 57 — 69 81 99
2207
2b3pro
Roam Research ⚡ Claim
Provides comprehensive access to Roam Research's API functionality. This server…
B 78 5⁄5 ◉ ⏳ 82 73 — 81 80 73
2208
c-cf
The server integrates with the free IMF data API and provides various features …
B 78 5⁄5 ◉ ⏳ 82 82 — 48 81 91
2209
w8s
w8s-astro-mcp ⚡ Claim 1
A personal astrological server that provides high-precision tools for generatin…
B 78 5⁄5 ◉ ⏳ 66 91 N/A 45 95 85
2210
bkotos
Todoist MCP Server ⚡ Claim
Provides Todoist task management capabilities to AI assistants through the Mode…
B 78 5⁄4 ◉ ⏳ 84 63 N/A 49 95 93
2211
conorluddy
xc-mcp ⚡ Claim 1
XCode CLI MCP: Convenience wrapper for Xcode CLI tools & iOS Simulator. Progres…
B 78 5⁄5 ◉ ⏳ 66 82 N/A 56 95 88
2212
BAM-DevCrew
11 focused tools for structured thinking, branching, revision, and navigation.
B 78 5⁄5 ◉ ⏳ 90 100 N/A 49 95 39
2213
apache
echarts-mcp ⚡ Claim
Apache ECharts MCP Server
B 78 5⁄4 ◉ ⏳ 86 60 N/A 52 95 90
2214
alex1092
Enables integration with Up Banking API to query account balances, transaction …
B 78 5⁄5 ◉ ⏳ 90 65 — 44 81 100
2215
Natfii
UE5 MCP Server ⚡ Claim 1
Bridges AI assistants to Unreal Engine 5 editor, enabling direct manipulation o…
B 78 5⁄5 ◉ ⏳ 71 87 N/A 26 95 100
2216
gluip
chart-canvas ⚡ Claim
Create interactive visualizations and query data sources (SQLite, CSV, Parquet,…
B 78 5⁄4 ◉ ⏳ 90 56 N/A 44 95 95
2217
grafana
loki-mcp ✓ ⚡ Claim
An MCP ( Model Context Protocol ) Server for Grafana Loki
B 78 5⁄4 ◉ ⏳ 72 67 N/A 56 95 100
2218
dp-veritas
Obsidian MCP Tools ⚡ Claim 1
A read-only toolkit for searching and analyzing Markdown note directories and O…
B 78 5⁄4 ◉ ⏳ 88 65 N/A 49 90 90
2219
sanderkooger
An MCP server implementation that provides tools for retrieving and processing …
B 78 5⁄5 ◉ ⏳ 79 63 — 79 78 96
2220
markusvankempen
IBM Maximo ⚡ Claim 1
Connect AI assistants to IBM Maximo for API discovery, OSLC querying, and Carbo…
B 78 5⁄5 ◉ ⏳ 94 83 N/A 70 78 56
2221
worldnine
This server facilitates interaction with cosense/Scrapbox projects, enabling us…
B 78 5⁄5 ◉ ⏳ 78 68 — 72 82 92
2222
druellan
Fathom-Simple-MCP ⚡ Claim
A Model Context Protocol (MCP) server for accessing Fathom AI API endpoints (me…
B 78 5⁄4 ◉ ⏳ 82 68 N/A 47 95 92
2223
nickclyde
Web search using DuckDuckGo
B 78 5⁄5 ◉ ⏳ 88 60 — 58 83 99
2224
myownipgit
Generates QR codes and automatically saves them as PNG files with metadata trac…
B 78 5⁄4 ◉ ⏳ 90 60 N/A 35 95 96
2225
dcSpark
MCP Dockmaster allows you to easily install and manage MCP servers. Available f…
B 78 5⁄5 ◉ ⏳ 94 47 N/A 73 80 96
2226
siva-sub
Ghost CMS MCP Server ⚡ Claim 1
Enables comprehensive automation and management of Ghost CMS blogs through AI a…
B 78 5⁄5 ◉ ⏳ 90 67 — 49 80 97
2227
pokutuna
provides direct access to your browser's open tabs content. No additional fetch…
B 78 5⁄4 ◉ ⏳ 66 58 N/A 84 90 99
2228
onemarc
GitHub Actions Model Context Protocol Server that allows you to create, manage,…
B 78 5⁄5 ◉ ⏳ 100 71 — 31 81 92
2229
wei
MCP server for querying the official MCP registry.
B 78 5⁄5 ◉ ⏳ 57 100 N/A 49 95 85
2230
Cortivium
Cortivium Claim
Enables reliable AI behavior control by registering Ghost Skills as MCP tools t…
B 78 5⁄4 ◉ ⏳ 100 41 — 60 87 96
2231
Master-Frank
XMind AI MCP ⚡ Claim 1
Enables conversion of multiple file formats (Markdown, HTML, Word, Excel, etc.)…
B 78 5⁄5 ◉ ⏳ 90 82 — 57 81 73
2232
danielsimonjr
fzf MCP Server ⚡ Claim 1
Enables fuzzy file searching, list filtering, and content searching using fzf's…
B 78 5⁄5 ◉ ⏳ 94 83 N/A 50 95 55
2233
dushyant30suthar
mcp ⚡ Claim 1
Structural analysis for any system — 12 deterministic graph tools (topology, bo…
B 78 6⁄6 ◉ ⏳ 71 80 96 38 81 94
2234
jeswin
Enables remote file system operations (read/write files, manage directories, se…
B 78 5⁄5 ◉ ⏳ 90 72 — 47 81 93
2235
Lumiaqian
OpenSpec MCP ⚡ Claim 1
Enables spec-driven development with task tracking, approval workflows, and rea…
B 78 5⁄5 ◉ ⏳ 66 82 N/A 71 95 75
2236
philogicae
A Python MCP server that allows programmatic interaction to find torrents progr…
B 78 5⁄5 ◉ ⏳ 72 82 — 76 81 77
2237
Krishanu-das-05
MCP Server ⚡ Claim
A Python backend implementing the Model Context Protocol with Azure OpenAI inte…
B 78 5⁄5 ◉ ⏳ 84 75 — 40 81 100
2238
jsebgiraldo
Enables AI agents to manage OpenWRT routers remotely via SSH, supporting system…
B 78 5⁄5 ◉ ⏳ 84 71 — 49 80 98
2239
t2hnd
Provides access to bakery POS transaction data, product catalogs, and sales ana…
B 78 5⁄5 ◉ ⏳ 78 100 N/A 21 95 77
2240
saucelabs
sauce-api-mcp ⚡ Claim
An open-source MCP server that provides LLM access to the Sauce Labs API
B 78 5⁄4 ◉ ⏳ 74 66 N/A 68 87 95
2241
BoweyLou
A Model Context Protocol server that provides comprehensive access to Obsidian …
B 78 5⁄5 ◉ ⏳ 85 72 — 57 81 89
2242
satendra-mani-tiwari
Provides access to 800,000+ Federal Reserve Economic Data (FRED) time series, e…
B 78 5⁄5 ◉ ⏳ 100 70 — 37 81 90
2243
neonwatty
Enables tracking food intake and nutrition using the USDA FoodData Central data…
B 78 5⁄5 ◉ ⏳ 90 63 — 53 81 97
2244
RubensZimbres
Multi-Agent Systems with Google's Agent Development Kit + A2A + MCP
B 78 4⁄4 ◉ ⏳ 72 N/A N/A 46 95 94
2245
pulsemcp
vercel Claim 2
MCP server for Vercel — manage deployments and view build and runtime applicati…
B 78 5⁄4 ◉ ⏳ 86 72 N/A 76 69 88
2246
elcukro
bank-mcp ⚡ Claim
Provides AI assistants with secure, read-only access to over 15,000 financial i…
B 78 5⁄4 ◉ ⏳ 66 67 N/A 62 95 100
2247
danhilse
notion_mcp ⚡ Claim 1
Integrates with Notion's API to manage personal todo lists
B 78 5⁄5 ◉ ⏳ 94 66 — 42 80 100
2248
google-marketing-solutions
Enables Large Language Models to interact with Google Ads API for querying camp…
B 78 5⁄4 ◉ ⏳ 72 58 — 75 95 95
2249
kyodule
Indexes local and enterprise documents to provide a unified personal knowledge …
B 78 5⁄4 ◉ ⏳ 84 68 N/A 52 90 88
2250
mlorentedev
pdf-modifier-mcp ⚡ Claim
Enables AI assistants to natively read, edit, and redact PDF documents in place…
B 78 5⁄4 ◉ ⏳ 66 63 N/A 81 95 90
Showing 2201–2250 of 68965 servers
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