MCP Server Quality Scores

Independent quality analysis of 43459 public MCP servers

43459
Discovered
29462
Scored
2111
Verified
16952
Complete

Last updated 50 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37501
codeMaestro78
Enables managing and searching markdown notes with semantic search, question an…
N/A N/A
37502
chals-go
Enables AI assistants to discover and invoke KakaoCloud OpenAPI endpoints for m…
37503
GitHamza0206
Enables intelligent file search with Git-like staging and indexing, offering se…
N/A N/A
37504
Presh-AR
MCP server enabling AI models to interact with Codescan's API for listing proje…
37505
solutionsunity
Enables AI agents to interact with Odoo ERP as the authenticated user, with too…
37506
hildersantos
Enables reading, writing, and manipulation of Bike outlines on macOS through na…
N/A N/A
37507
gwizards
Enables AI assistants to generate 3D models, textures, and images via the Meshy…
37508
pipeworx-io
MCP server for Bitcoin block explorer and mempool/fee statistics, providing too…
37509
kmalakoff
mcp-pdf Claim 1
MCP server for PDF generation using PDFKit
N/A N/A 95
37510
marcmunoz-uno
Enables AI agents to safely execute OSINT and reconnaissance tools from Kali Li…
N/A N/A
37511
2shin0
yt-mcp Claim
N/A N/A 95
37512
bacharyehya
Mnemonic Claim
Persistent memory management for AI assistants like Claude, enabling creation, …
N/A N/A
37513
axiom-works-ai
An MCP server that gives Claude and other LLM agents programmatic access to EVE…
37514
handi425
Enables AI assistants like Claude to interact with Unity projects programmatica…
N/A N/A
37515
SuppleAardvark
An MCP server that provides tools to interact with JIRA for sprint management, …
37516
CSOAI-ORG
An MCP server for validating JSON against schemas, checking email deliverabilit…
N/A N/A
37517
Ezzeay
mcp-server Claim
Production-ready TypeScript MCP server exposing utility, GitHub, and Microsoft …
N/A N/A
37518
microqueryhq
SQL over real-world data — FDA, SEC, blockchain, genomics, CVEs, and more. No c…
N/A N/A
37519
aisacAdmin
SecOps MCP Claim
Provides access to 13+ penetration testing and security audit tools through a u…
81
37520
ckane
pycti-mcp Claim
MCP server that provides condensed and normalized data from OpenCTI to LLMs, en…
37521
Qiuzer
Enables AI assistants to query nearby parties, retrieve party details, and gene…
37522
iAmStarter
iStdBMAD Claim
A local MCP server that provides all 42 BMAD AI development skills to multiple …
N/A N/A
37523
jungchihoon
A Model Context Protocol server that provides 29 Git operations and advanced wo…
N/A N/A
37524
CSOAI-ORG
Enables unit conversion for length, weight, temperature, and currency using sim…
N/A N/A
37525
techflavors
Enables LLMs to create PayPal invoices through a simple tool interface.
37526
selinazarzour
A remote MCP server for searching arXiv papers, extracting paper details, and g…
37527
idletoaster
Enables AI assistants to execute SSH commands and perform token-efficient file …
37528
dynstat
Connects IDE to Figma Desktop App, enabling AI assistants to generate and manip…
N/A N/A
37529
DikshaDogra25
Exposes SQL Server stored procedures as tools for LLM clients (Claude Desktop, …
N/A N/A
37530
nobulexdev
Provides covenant rule enforcement, hash-chained audit logs, and integrity veri…
N/A N/A 95
37531
flin-agency
MCP server for Google Ads Keyword Planner ideas. Exposes read-only tools to gen…
37532
peterjduffy
Enables AI assistants to access buyer intent signals, MEDDIC qualification data…
37533
AquibFaiyaz
railinfo-mcp Claim
Enables real-time Indian Railways information retrieval, including live train r…
37534
Chawengwit
A unified data gateway MCP server that enables Claude to interact with multiple…
N/A N/A
37535
TMHSDigital
MCP server providing 25 tools to query Steam store data, player statistics, ach…
37536
ch-raph
Cache-first MCP server for Linear that provides tools to search, read, create, …
37537
hlebtkachenko
Manage VPS, domains, DNS, billing, and execute SSH commands from any MCP-compat…
N/A N/A
37538
zachshallbetter
Transforms Adobe InDesign into an AI-powered design automation platform with 13…
N/A N/A
37539
m0n0x41d
Haft Claim
Haft is an MCP server that enforces engineering discipline for AI-assisted soft…
N/A N/A
37540
Evan-Kim2028
preset-mcp Claim
MCP server for Preset (managed Apache Superset). Manage dashboards, charts, and…
N/A N/A
37541
universal-mcp
Provides a standardized MCP interface for interacting with Twitter's tools and …
37542
diegorv
A Model Context Protocol (MCP) server that provides AI assistants with secure a…
N/A N/A
37543
AndreaBContarini
Enables natural language file operations and intelligent file analysis via MCP,…
N/A N/A
37544
turanmural
Enables image generation and prompt enhancement within Claude.ai by leveraging …
37545
rowbotik
A Bambu Lab-focused MCP server for controlling Bambu printers, manipulating STL…
N/A N/A
37546
yakoob
Compeller Claim
Create and track AI music videos and audio-reactive visuals from songs.
37547
CSOAI-ORG
meal-planner-ai-mcp MCP server by MEOK AI Labs
N/A N/A
37548
it-beard
Enables AI-powered code search using natural language queries via the Exa API. …
37549
otolab
search-docs Claim
Enables AI agents to search local Markdown documents using natural language, wi…
N/A N/A
37550
agentrix-ai
Enables AI agents to interact with the ClawdChat social network, allowing them …
Showing 37501–37550 of 43459 servers
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