MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 2 hours ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6451
Mnehmos
Trace MCP Claim
Detects schema mismatches between data producers and consumers through static a…
B 72 55 92 31 70 83 86
6452
elizabethsiegle
A Cloudflare Workers-based MCP server that enables AI tools without requiring a…
B 72 55 94 62 29 80 80
6453
rsdouglas
janee Claim
Self-evolving MCP server that generates and improves its own tools at runtime. …
B 72 54 64 33 N/A 84 95 93
6454
jay-arora31
IPL MCP Server Claim
Provides natural language access to IPL cricket match data, allowing users to q…
B 72 54 84 51 N/A 21 95 94
6455
ShcRes
A Model Context Protocol (MCP) server that generates Excel templates conforming…
B 72 55 84 65 43 81 76
6456
archerlliu
Enables users to query and retrieve the current Beijing time in multiple format…
B 72 55 84 60 39 81 89
6457
semioz
bluesky-mcp Claim 1
A Model Context Protocol (MCP) server for Bluesky that can post on your behalf …
B 72 54 69 71 25 90 97
6458
HughesCuit
heventure-search-mcp Claim 1
Free MCP web search server with 5 engines (DuckDuckGo, Bing, Google SerpAPI, Ta…
B 72 55 84 66 39 82 81
6459
maorcc
gimp-mcp Claim
GIMP MCP server
B 72 54 78 36 N/A 59 95 94
6460
sam-david
pg-pool-mcp Claim
A PostgreSQL MCP server that enables querying and managing multiple databases t…
B 72 55 78 56 35 82 99
6461
ai-yliu
Filesystem MCP Server Claim 2
An MCP server that allows Claude AI to perform filesystem operations including …
B 72 54 75 61 N/A 17 95 100
6462
eidetic-works
nucleus-mcp Claim
Sovereign Agent OS — persistent memory, governance, and audit trails for AI age…
B 72 54 90 28 89 85 73
6463
axelterrier
Plex Assistant MCP Claim
Enables users to manage and control their Plex media library through natural la…
B 72 55 78 66 21 81 100
6464
donthemannn
A Model Context Protocol server that provides persistent memory and conversatio…
B 72 54 75 53 N/A 34 95 95
6465
jongall45
Provides AI agents with native access to the Frontrun API to track venture capi…
B 72 55 60 72 50 78 99
6466
reuvenaor
MCP server that provides programmatic access to the Israeli Central Bureau of S…
B 72 55 80 58 45 81 89
6467
RadiumGu
AWS FIS MCP Server Claim 1
Enables interaction with AWS Fault Injection Service to create, manage, and exe…
B 72 55 54 82 42 82 98
6468
Parado-xy
Enables AI agents to perform semantic code search across entire codebases using…
B 72 54 78 50 N/A 24 95 100
6469
six-ben
axure-mcp-server Claim
Extracts text, image links, and structural content from public Axure share page…
B 72 55 78 82 53 81 58
6470
JavierDevCol
DevDocs MCP Server Claim
Provides AI models with direct access to documentation for over 600 technologie…
B 72 55 88 60 27 83 91
6471
kosiew
Provides safe shell command execution capabilities for AI agents and tools like…
B 72 55 84 62 24 81 95
6472
moro3k
mcp-altegio Claim 2
MCP server for Altegio API — appointments, clients, services, staff schedules f…
B 72 55 69 62 68 83 79
6473
cordlesssteve
Enables systematic document organization with PDF-to-Markdown conversion, intel…
B 72 54 84 57 N/A 33 84 93
6474
swairshah
InputMCP Claim
Enables collecting contextual user input through a dedicated Electron window in…
B 72 55 84 82 N/A 49 95 35
6475
totodev999
Provides reference information for shadcn/ui components through a Model Context…
B 72 55 78 56 41 81 100
6476
walid-koleilat
MCP Podcast Scraper Claim 1
An MCP server that scrapes and transcribes podcast episodes from YouTube or RSS…
B 72 54 75 58 N/A 29 95 95
6477
H4RR1SON
Provides access to the Covertlabs infostealer intelligence platform to search f…
B 72 55 84 46 44 81 97
6478
mnott
Provides full access to Hookmark on macOS, enabling users to create and manage …
B 72 54 66 58 N/A 50 89 93
6479
photoxpedia
bolor-brain-mcp Claim 2
Cognitive architecture MCP server with memory, learning, and contextual underst…
B 72 55 78 91 N/A 61 88 30
6480
edenking0621-png
Enables secure interaction with Notion through a suite of tools for searching, …
B 72 55 78 68 27 82 91
6481
iris-alights
reddit-mcp Claim 2
An MCP server that provides both read-only and authenticated access to Reddit c…
B 72 55 69 66 48 80 93
6482
Gechmind
Postman MCP Server Claim 2
An MCP server that enables running Postman collections using Newman, allowing L…
B 72 55 81 53 55 81 85
6483
viowb
Provides basic utility tools including calculator for arithmetic operations, te…
B 72 54 78 56 N/A 32 87 100
6484
will2023a
Slack MCP Server Claim
Enables comprehensive Slack workspace automation and management through the Sla…
B 72 55 72 73 21 81 100
6485
shane-kercheval
mcp-this Claim
Dynamically exposes CLI/bash commands as MCP tools and creates structured AI pr…
B 72 55 100 33 55 81 86
6486
r3e-network
Neo N3 MCP Server Claim 2
An MCP server that provides seamless integration with the Neo N3 blockchain, al…
B 72 55 81 36 81 76 89
6487
jonico
Enables interaction with Harry Potter API and GitHub Octodex API to retrieve ch…
B 72 55 78 63 34 78 100
6488
mamertofabian
ElevenLabs MCP Server Claim 1
Integrates with ElevenLabs text-to-speech API.
B 72 55 84 48 48 81 95
6489
kazuph
A TypeScript MCP server that allows querying documents using LLMs with context …
B 72 54 78 56 N/A 25 95 94
6490
taxfyle
FxKit MCP Server Claim
Provides comprehensive documentation, code examples, and implementation assista…
B 72 55 72 56 44 83 100
6491
pipethedev
Talk to Figma MCP Claim
Allows Cursor AI to communicate with Figma for reading designs and modifying th…
B 72 55 78 57 39 78 99
6492
proofofwork-agency
reporecall Claim
Local codebase memory, auto-generated wiki, and interactive architecture dashbo…
B 72 54 94 0 N/A 81 91 98
6493
Anarkitty1
semantic-frame Claim 1
Token-efficient semantic compression for numerical data. 95%+ token reduction.
B 72 54 60 50 N/A 70 94 90
6494
diegofornalha
Docker MCP Claim
Enables Docker container management directly through Claude using the Model Con…
B 72 55 90 58 23 81 94
6495
akki91
Ankr API MCP Server Claim 1
An MCP server that fetches on-chain blockchain data via the Ankr API, allowing …
B 72 55 65 72 33 81 100
6496
kydlikebtc
This server provides a robust interface for Binance spot trading operations, in…
B 72 55 78 66 25 81 99
6497
wojtyniak
MCP-MCP Claim
A Meta-MCP Server that acts as a tool discovery service, helping AI assistants …
B 72 55 72 45 73 83 91
6498
marlenezw
publish-mcp-server Claim 1
An MCP server that helps developers publish their MCP servers to the registry
B 72 55 41 87 N/A 49 95 88
6499
hnmr293
GDB-MCP Claim 1
An MCP server that provides programmatic access to the GNU Debugger (GDB), enab…
B 72 55 75 91 N/A 47 95 39
6500
lucasoeth
A server for managing and summarizing notes using a custom URI scheme, with too…
B 72 54 78 61 N/A 25 89 93
Showing 6451–6500 of 67197 servers
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