MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7151
rossshannon
Provides LLMs with read-only access to search, filter, and retrieve bookmark me…
B 71 55 68 71 47 81 84
7152
fvanevski
Enables web scraping and content extraction from URLs using the Trafilatura lib…
B 71 55 74 63 37 81 94
7153
Sheshiyer
Git MCP Server Claim 2
The Git MCP Server allows AI assistants to perform enhanced Git operations via …
B 71 55 84 62 14 82 95
7154
tomek7667
mcp-ctftime Claim
Enables AI assistants to query CTF (Capture The Flag) cybersecurity competition…
B 71 55 60 61 58 81 96
7155
cphoskins
cronometer Claim 2
MCP server for Cronometer — food logs, macros, fasting, biometrics, and recurri…
B 71 55 45 74 N/A 65 83 94
7156
jonradoff
chessmata Claim
Chessmata: chess game for humans and AI agents
B 71 54 68 43 N/A 51 92 99
7157
standardbeagle
Brummer MCP Server Claim
Allows external tools (VSCode, Claude Code, etc.) to access log output and erro…
B 71 55 86 41 51 81 91
7158
oeo
Enables crawling and extracting clean content from documentation websites with …
B 71 55 90 56 23 80 92
7159
datdeboer
A production-ready MCP server that enables safe, read-only SQL SELECT queries a…
B 71 55 78 61 27 81 96
7160
maxouverzou
A task management MCP server that provides tools to create, list, complete, and…
B 71 55 72 70 24 83 95
7161
Prajapdh
Provides comprehensive Google Sheets integration for creating, reading, updatin…
B 71 55 78 67 21 78 100
7162
ramuzes
A Model Context Protocol server that connects AI agents to Apache Jena, enablin…
B 71 55 71 66 40 76 95
7163
angrysky56
Enables AI assistants to use Neo4j knowledge graphs and Qdrant vector databases…
B 71 55 90 31 49 80 100
7164
michalnaka
A Model Context Protocol server that enables downloading and parsing Substack p…
B 71 55 75 100 N/A 22 95 45
7165
AlanTaranti
Enables AI assistants to search Slack messages and channels using the Slack Web…
B 71 55 84 60 32 81 87
7166
IvanRublev
keyphrases-mcp Claim 1
An MCP server to extract keyphrases from a text with the BERT model
B 71 54 53 63 N/A 56 95 91
7167
realugbun
AgentExecMPC Claim
A FastMCP server that enables AI agents to safely execute shell commands, run c…
B 71 55 78 67 27 81 91
7168
deanpluse
MCP Sui Tools Claim 1
A toolkit that integrates with the Sui blockchain, allowing Claude to request t…
B 71 55 54 82 45 81 90
7169
leonj1
Enables project and task management through a lightweight SQLite database, allo…
B 71 54 60 70 N/A 18 95 100
7170
twolven
Puppeteer MCP Server Claim 2
A Model Context Protocol server that provides browser automation capabilities u…
B 71 54 75 56 N/A 36 82 100
7171
kentaroajisaka
labor-law-mcp Claim
Provides access to Japanese labor and social insurance laws and administrative …
B 71 54 60 65 55 94 77
7172
CoderGamester
mcp-unity Claim 1
MCP Server for Unity3d Game Engine integration for game development
B 71 54 73 33 N/A 69 95 87
7173
praveenc
MCP Server Builder Claim
Provides searchable access to official MCP protocol specification and FastMCP f…
B 71 55 60 60 65 81 92
7174
988664li-star
Enables web search through DuckDuckGo and webpage content fetching with intelli…
B 71 55 56 82 43 81 90
7175
rezo8
Enables searching and retrieving Datadog logs through the Model Context Protoco…
B 71 55 84 68 27 74 87
7176
MCPJam
A production-ready template for building MCP servers on Cloudflare Workers that…
B 71 55 78 58 32 81 98
7177
tcsenpai
Transforms any documentation website (GitBook, Vercel docs, Next.js sites, etc.…
B 71 55 94 36 44 81 95
7178
mansurjisan
GFS-Wave (WAVEWATCH III) forecasts and NDBC buoy wave observations
B 71 54 80 32 N/A 54 92 95
7179
packetracer
Enables comprehensive management of Palo Alto Networks firewalls through a modu…
B 71 55 78 68 26 81 89
7180
funsjanssen
Faker MCP Server Claim
Generates realistic mock data using Faker.js for database seeding, API testing,…
B 71 55 90 82 50 81 38
7181
yasg1988
MCP Rosreestr Claim
Enables retrieval of Russian real estate cadastral data including coordinates, …
B 71 55 84 63 39 81 75
7182
howiehuang220-star
Enables AI assistants to deploy and manage static websites directly through Edg…
B 71 55 88 56 27 82 91
7183
akalaric
MCP_WolframAlpha Claim
MCP\_WolframAlpha
B 71 55 72 50 57 81 97
7184
TykTechnologies
A tool that creates MCP (Model Context Protocol) servers from OpenAPI/Swagger s…
B 71 55 92 82 64 81 23
7185
whataboutyou-ai
mcp-eunomia Claim 1
Eunomia MCP Server is an extension of the Eunomiaframework that connects Eunomi…
B 71 54 66 56 N/A 41 95 94
7186
Activi-AI
A central knowledge hub that connects AI tools to a unified 'Master Brain' with…
B 71 55 78 60 33 80 96
7187
adexltd
MCP Google Suite Claim 3
A Model Context Protocol server that provides seamless integration with Google …
B 71 55 63 100 62 82 40
7188
johnjjung
Vitally MCP Server Claim 1
An MCP server that provides access to Vitally customer data, allowing users to …
B 71 55 69 66 36 76 100
7189
focus-digital
Indexes the locally-installed @trussworks/react-uswds package and helps code as…
B 71 54 74 58 N/A 27 95 90
7190
BACH-AI-Tools
MCP Google Maps Claim
Provides access to Google Maps API functionality including places search, geoco…
B 71 55 78 62 32 81 93
7191
netalees
Enables autonomous agents to discover and bid on unused LLM token quota through…
B 71 55 80 46 43 83 97
7192
vvarp
openapi-slice-mcp Claim
B 71 54 66 38 N/A 64 92 98
7193
jlromano
Miro MCP Server Claim 1
Enables Claude Desktop to interact with Miro boards to list projects, retrieve …
B 71 55 78 66 21 80 99
7194
goswamig
Fetch MCP Server Claim 1
Provides functionality to fetch web content in various formats, including HTML,…
B 71 55 90 47 23 81 100
7195
patch-ridermg48
Provides advanced cryptocurrency and stock market analysis using TradingView da…
B 71 55 54 82 49 81 87
7196
OnePieceLwc
CodeMind MCP Claim
Enables users to manage GitCode repositories and automatically generate mind ma…
B 71 55 78 72 42 80 71
7197
jhalsey87
Provides programmatic access to the NIH Reporter API for searching and retrievi…
B 71 55 94 52 19 82 92
7198
WilcoKruijer
Bunq MCP Claim 1
A Model Context Protocol server for Bunq that enables interaction with the Bunq…
B 71 55 65 67 46 77 96
7199
Bathinanna
CodePilot MCP Claim 1
Enables automation of workflows across GitHub, Notion, and Google Calendar with…
B 71 55 78 67 24 78 95
7200
Fastops-ai
Enables users to collect, search, and retrieve product feedback and full conver…
B 71 55 84 57 29 80 92
Showing 7151–7200 of 67197 servers
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