MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 5 hours, 47 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12501
eugenregehr
octoboost Claim
Analyze multiple URLs with categorized SEO / GEO checks and scored results.
C 61 64 84 65 0 32 83 94
12502
discava
mcp-server Claim
Search Millions of local businesses worldwide (Europe, Northamerica, Southameri…
C 61 55 72 10 50 81 94
12503
kami2k1
MCP MySQL Server Claim
Enables full control database operations on MySQL through natural language comm…
C 61 55 66 33 16 81 100
12504
will-garrett
debugpy-mcp Claim 1
An MCP server that enables agents to attach debugpy to running Python processes…
C 61 54 45 62 N/A 30 87 75
12505
ciel240
Provides various utilities including timezone-aware time queries, basic calcula…
C 61 55 78 65 26 81 38
12506
yescay
emailmcp Claim
C 61 54 58 27 N/A 37 90 90
12507
sinanuozdemir
An introduction to the world of AI Agents
C 61 54 68 17 N/A 32 87 97 JU
12508
miguelyad26
Alpaca MCP Server Claim 1
A Model Context Protocol server that enables LLMs like Claude to interact with …
C 61 55 51 43 36 76 100
12509
Abhi5h3k
MCP-URL2SNAP Claim
A lightweight Model Context Protocol (MCP) server that enables your LLM to capt…
C 61 54 56 40 N/A 23 87 94
12510
violet4795
Provides AI coding agents with access to Figma design data through the Figma AP…
C 61 66 74 71 0 55 81 86
12511
zhaoxin34
MCP Server for MySQL Claim 2
A Model Context Protocol server providing read-only access to MySQL databases, …
C 61 55 57 51 43 69 81
12512
TollboothLabs
Reduces MCP tool description token costs by 40-70% through pure text schema dis…
C 61 54 60 36 N/A 18 95 88
12513
auto-browse
Unbundle OpenAPI Specs MCP
C 61 55 68 82 41 81 20
12514
agentventure
Weather MCP Server Claim 1
An MCP server that provides weather information and alerts for US locations usi…
C 61 55 57 40 23 81 100
12515
aptos-labs
Aptos NPM MCP Claim 1
Enables users to manage API keys and perform Aptos Build actions through MCP-co…
C 61 55 56 82 31 81 45
12516
mehmetakinn
An MCP server that integrates AI assistants like Claude with GitLab's merge req…
C 61 55 45 37 45 81 99
12517
RuoJi6
An MCP-based Java decompilation tool that uses the CFR decompiler to convert .c…
C 61 54 42 37 N/A 49 92 87
12518
cgrdavies
mcp-clickhouse-long-running
C 61 55 54 31 45 81 97
12519
AaronGoldsmith
MCP Remote Control Claim 1
An MCP server that enables AI assistants to control TVs on a local network thro…
C 61 54 45 31 N/A 37 95 98
12520
Ansvar-Systems
dominican-law-mcp Claim
Dominican Republic legislation via MCP -- full-text search across statutes and …
C 61 66 86 56 0 51 82 91
12521
datumnova
Fabric MCP Claim
A Python-based MCP server that enables interaction with Microsoft Fabric APIs f…
C 61 55 54 41 27 80 98
12522
ShiinaRuri
Enables deployment of MCP servers without authentication on Cloudflare Workers.…
C 61 55 48 67 21 81 80
12523
etruong42
Prometheus MCP Claim
A proof-of-concept Prometheus MCP server, which likely enables Claude AI to int…
C 61 54 58 32 N/A 38 87 89
12524
ahmedmustahid
PostgreSQL MCP Server Claim 1
A Model Context Protocol server providing dual transport (HTTP and Stdio) acces…
C 61 55 57 43 33 78 91
12525
pyrimid-ai
Agent-commerce MCP server for x402/USDC payments and affiliate splits on Base.
C 61 55 86 0 40 81 95
12526
chenshuai2144
MCP-Server Claim
A Model Context Protocol implementation that enables large language models to c…
C 61 55 66 55 25 81 70
12527
ag2-mcp-servers
An MCP Server that provides weather information by ZIP code using Interzoid's A…
C 61 54 45 52 N/A 21 89 91
12528
craigsdennis
A server that implements the Model Context Protocol (MCP) on Cloudflare Workers…
C 61 55 54 57 N/A 26 80 79
12529
mcpcentral-io
MCP Time Server Claim
MCP server providing various date/time functions including current time, timezo…
C 61 66 78 72 0 33 81 99
12530
rainbowgore
Spot pre-launch products before they trend. Search the web and tech sites, extr…
C 61 66 78 70 0 48 81 89
12531
Saidiibrahim
search-papers Claim 1
An MCP server to search papers from arXiv
C 61 66 73 66 0 49 82 97
12532
the1carver
A deployable MCP server on Cloudflare Workers that doesn't require authenticati…
C 61 55 48 68 21 81 81
12533
Sunwood-ai-labs
A simple note-taking MCP server that allows storing and summarizing notes with …
C 61 54 72 25 N/A 15 95 89
12534
cutalion
Yonote MCP Server Claim
Provides API tools to interact with Yonote documents and collections, serving a…
C 61 55 68 35 22 81 90
12535
foolsec
A FastMCP-based interface for Metasploit Framework, enabling AI agents to inter…
C 61 54 60 25 N/A 43 82 96
12536
zhenzp
Fund MCP Server Claim 1
A Model Context Protocol server that provides access to a fund knowledge base. …
C 61 55 57 61 36 80 67
12537
DevCycleHQ
mcp Claim
DevCycle MCP server for feature flag management
C 61 66 84 43 0 73 81 94
12538
KO-Good-code
YApi MCP Server Claim
Enables reading and searching API documentation from YApi instances, allowing A…
C 61 55 72 37 27 81 80
12539
burakdirin
mysqldb-mcp-server Claim 1
An MCP server that enables MySQL database integration with Claude. You can exec…
C 61 55 51 28 61 81 92
12540
uraoz
A Model Context Protocol server that enables AI assistants like Claude to use B…
C 61 54 33 57 N/A 41 95 78
12541
cameronking4
A sample MCP server implementation for Next.js projects that uses the Vercel MC…
C 61 66 72 68 0 44 81 100
12542
Bwkyd
Weixin MCP Claim
Enables reading and extracting content from WeChat public account articles usin…
C 61 54 50 35 N/A 48 92 84
12543
abenke
Enables LLMs like Claude to manage Google Tasks by listing, creating, updating,…
C 61 55 62 22 43 81 98
12544
KronosWasTaken
Enables secure integration between GitHub and Jira with permission controls, al…
C 61 55 72 82 21 81 31
12545
nathan-bw
UniFi MCP Server Claim
Enables managing UniFi networks through natural language, allowing users to mon…
C 61 66 84 67 0 35 76 98
12546
aadarshjain
Enables exploration and querying of PostgreSQL databases through natural langua…
C 61 55 68 33 34 81 83
12547
stephenjhsu
A FastAPI-based server that provides tools for local file management and Databr…
C 61 55 66 41 16 81 94
12548
jekakos
Enrich user data by adding social network links based on provided personal info…
C 61 66 96 51 0 29 81 100
12549
ashley-ha
MCP Browser Agent Claim
A browser automation agent that enables Claude to interact with web browsers th…
C 61 54 54 31 N/A 42 87 90
12550
rocket-connect
mcpconnect Claim
Inspect and debug Model Context Protocol servers directly in your browser.
C 61 66 96 38 0 68 78 90
Showing 12501–12550 of 66495 servers
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