MCP Server Quality Scores

Independent quality analysis of 57580 public MCP servers

57580
Discovered
29834
Scored
2112
Verified
16953
Complete

Last updated 45 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
57451
lazymac2x
Cloudflare Workers MCP server: embedding-search
57452 81
57453
gabrielmahia
mkopo-mcp Claim
MCP server for alternative credit scoring in Kenya — builds a 300–850 score fro…
N/A N/A
57454
robbienorris
munimind-mcp Claim
Query 2,500+ NYC civic datasets (zoning, deeds, permits, violations, meetings) …
N/A N/A 83
57455
Abhishekv87bit
Enables AI assistants to render 3D models by providing tools to execute OpenSCA…
N/A N/A 95
57456
ai-mcp-garage
Provides comprehensive system diagnostics and hardware analysis through 10 spec…
N/A N/A 95
57457
Meh-S-Eze
Provides access to YNAB (You Need A Budget) functionality through the Model Con…
81
57458
NicolasDangg
Look up authoritative English definitions tailored for IELTS learners. Get quic…
N/A N/A 95
57459
MCP-Mirror
An MCP server that extracts clean, structured Markdown content from web page UR…
81
57460
NivaucchuRabuessa
A minimal Model Context Protocol server template demonstrating basic implementa…
81
57461
justice8096
MCP server wrapping SageMath's full computer algebra system — 10 symbolic-math …
N/A N/A
57462
jayjodev
89 MCP tools for verifiable AI work — citations, KYB, law, sanctions, recall, p…
N/A N/A
57463
kubouchiyuya
A multi-provider voice notification MCP server that enables Claude Code to prov…
N/A N/A 95
57464
cpretzinger
Connects Claude Desktop to GoHighLevel CRM with 269+ tools for complete contact…
81
57465
lazymac2x
Cloudflare Workers MCP server: ai-budget-planner
57466
derekbar90
zenhub-mcp Claim
Provides full access to the ZenHub GraphQL API. Enables project management oper…
57467
jagoff
memo Claim
Local MLX-native memory for AI agents — markdown-on-disk, sqlite-vec + BM25 hyb…
N/A N/A
57468
retospect
MCP server for fetching YouTube video transcripts without an API key.
57469
LKCY23
A FastMCP server that provides weather-related tools using the QWeather API, en…
57470
borecollins
autohaven Claim
Search for cars
N/A N/A 95
57471
borderlessboy
Enables natural language search and analysis of arXiv academic papers with AI-p…
57472
Python-Blade
A powerful SQLite-backed expense tracking server built with the Model Context P…
N/A N/A
57473
oisee
Enables AI assistants to access SAP ADT APIs for reading, writing, debugging, d…
57474
anuragsinghbhandari
Enables AI agents to access a marketplace of paid tools by automatically handli…
81
57475
j0hanz
Gemini-powered MCP server for code review analysis.
N/A N/A 95
57476
circuit-synth
MCP server for creating, modifying, and analyzing KiCAD schematic files using n…
N/A N/A
57477
OITApps
A Model Context Protocol (MCP) server that provides AI agents with seamless acc…
57478
Sperax
MCP server for Sperax DeFi ecosystem that enables AI agents to interact with US…
57479
herohunt-ai
herohunt-mcp Claim
People search API - find 1 billion candidates across LinkedIn and GitHub with r…
N/A N/A
57480
vyshnavi-nandyala
A Model Context Protocol server providing tools for DB queries, API calls, file…
N/A N/A
57481
misaka2f07
calc Claim
N/A N/A 95
57482
TheNextGenNexus
Access Hacker News, Dev.to, IMDB, podcasts, and Eventbrite data through the Mod…
N/A N/A 83
57483 N/A N/A 95
57484
microsoft
The Power BI Modeling MCP Server brings Power BI semantic modeling capabilities…
N/A N/A
57485
chrisbusbin-pixel
freshtrack Claim
USDA food shelf-life database, food safety, storage tips, food waste cost calcu…
N/A N/A 95
57486
xiguawang
MCP server for reading WeChat public account articles by reusing authenticated …
N/A N/A
57487
steven
bouldinsai Claim
N/A N/A 95
57488
zohaib3249
An MCP server that lets an AI agent drive and inspect a running Next.js app, wi…
N/A N/A
57489
przemyslawzielinski87-debug
akm-bridge Claim
MCP server for AKM v0.8.1, exposing 14 read-only tools via JSON-RPC over stdio …
N/A N/A
57490
Evan-Crx
7 tools for French open-data building permits (Sitadel, 311k rows, ~2M permits/…
N/A N/A
57491
datasynx
Observes tasks and generates anonymized SOPs — task tracking and SOP review via…
N/A N/A
57492
proflulab
Enables conversion between multiple document formats including Markdown, HTML, …
N/A N/A 95
57493
kuklaph
Enables LLMs to interact with Cascade CMS via REST API, supporting asset CRUD, …
57494
Fibi66
Enables AI assistants to automatically analyze GitHub repositories and set up d…
81
57495 N/A N/A 95
57496
clauxel
A paid remote MCP for hosted MCP server, built to return verdicts, receipts, us…
57497
Peterl561
A read-only interface for querying InstantDB that dynamically loads schemas and…
81
57498
hlebtkachenko
Manage VPS, domains, DNS, billing, and execute SSH commands from any MCP-compat…
57499
harn1shmodi
VSGuard Claim
Add proactive OWASP ASVS security guidance to coding AI agents to write secure …
N/A N/A 95
57500
aranajhonny
Vlk MemAct Claim
Stateful memory for AI agents. Temporal awareness, error loop detection, and pr…
N/A N/A
Showing 57451–57500 of 57580 servers