MCP Server Quality Scores

Independent quality analysis of 43430 public MCP servers

43430
Discovered
29453
Scored
2111
Verified
16952
Complete

Last updated 51 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40351
guangtoutong
unfetch Claim
A download manager for humans and AI with a native MCP server: add_task, list_t…
N/A N/A
40352
jrlprost
filoo-mcp Claim
Create short links, fetch click analytics, and generate QR codes via the filoo.…
N/A N/A
40353
axel-belfort
Email deliverability audit API for AI agents. Analyze any domain's email authen…
N/A N/A 95
40354
malkreide
Aggregates tech and AI signals from HackerNews, arXiv, Lobste.rs, and GitHub in…
40355
muggleai
Muggle AI Claim
Ship quality products with AI-powered QA that validates your app's user experie…
N/A N/A 95
40356
OyaAIProd
An MCP server that automates importing products from AliExpress, Alibaba, and A…
40357
gtrusler
An MCP server utilizing Supabase to provide memory and knowledge graph storage,…
N/A N/A 95
40358
Hyperion-GPU
ProofFlow Claim
Audit infrastructure for AI coding agents with evidence-backed review and polic…
N/A N/A
40359
thib
Save any URL to the Internet Archive and retrieve archived snapshots on demand.…
N/A N/A 95
40360
jclee7295
test11 Claim
N/A N/A 95
40361
bockenstette1
seedflip Claim
100+ curated design systems for AI coding agents. Design taste, not guesswork.
N/A N/A 95
40362
MarshallEriksen-Neura
A lightweight gateway server that provides a unified connection entry point for…
81
40363
safiyu
ctxtest Claim
Stop wasting tokens! CtxNest is a local-first context manager that bridges your…
N/A N/A
40364
kychee-com
run402-mcp Claim
Enables users to provision, manage, and query AI-native Postgres databases dire…
N/A N/A 95
40365
alinjfz
A universal fitness intelligence layer for AI assistants like Claude, ChatGPT, …
40366
JustDreameritis
A production-ready MCP server template with built-in tools for file search, web…
N/A N/A
40367
kratos4ai
MCP server for managing bakery recipe technical sheets with Postgres. Enables A…
40368
sauryadas
Enables natural-language access to Oracle Cloud Infrastructure resources, allow…
40369
MayankTalwar0
An MCP server for calculating carbon footprints from bank statements using EPA …
N/A N/A
40370
tac0de
Turn Obsidian notes into agent-ready context, preview-only plans, and safe repo…
N/A N/A
40371
elizavetaRa
Provides access to CERN Indico public events, enabling search, retrieval of eve…
40372
yazcaleb
Analyzes GitHub Pull Requests using AI via MCP, providing detailed feedback and…
40373
denizguzeloglu
Enables executing SQL queries on DuckDB databases locally or on MotherDuck clou…
40374
alejandro-ao
Example MCP server built with FastMCP, demonstrating tools, resources, and prom…
40375
HA2614
Provides project management capabilities through terminal, web UI, or MCP stdio…
N/A N/A
40376
Dworf
omdb-mcp Claim
MCP server for the OMDb API - search movies, series, and episodes from any MCP-…
40377
Jamaluddin9
A simple program that helps you connect to many PostgreSQL databases at once, p…
N/A N/A
40378
Subaru486desuwa
Wraps the Micu image API as an MCP server for generating, editing, batch proces…
40379
mohamed-yehia311
Automated MCP server that listens for Hugging Face discussion comments, extract…
N/A N/A
40380
oshvartz
MCP server for storing and retrieving context-specific agent rules, enabling AI…
N/A N/A
40381
clauxel
A paid remote MCP for ClawManager, built to return verdicts, receipts, usage lo…
40382
NeuZhou
MCPHub Claim
A unified gateway and dashboard that aggregates multiple MCP servers into a sin…
81
40383
hesreallyhim
A minimal MCP test server for validating initial client/server setup, offering …
N/A N/A
40384
aibenyclaude-coder
Kira Claim
Automatically provides AI agents with proven instructions and past failure warn…
N/A N/A
40385
ketiil
Connects AI assistants to ServiceNow CMDB via natural language, enabling queryi…
40386
rycurc
Glystn Claim
Discover content, creators, and trends all from your favorite LLM. Good for exp…
N/A N/A 95
40387
adocal
Return any inbound message duplicated to enhance message processing workflows. …
N/A N/A 95
40388
John-Chan
A production-ready starter template for building Model Context Protocol (MCP) s…
81
40389
ruegreen
Enables AI agents to interact with Cisco API Gateway pods endpoints for complet…
81
40390
curlymolelabs
Supericons Claim
Semantic SVG icon search and recommendations for AI coding agents.
40391
BAESI
focal-mcp Claim
Centralizes AI behavior rules and applies them across tools like Codex, Claude …
N/A N/A
40392
stephenpjones
An MCP server that combines sequential thinking with persistent memory through …
40393
chrisbusbin-pixel
freshtrack Claim
USDA food shelf-life database, food safety, storage tips, food waste cost calcu…
N/A N/A 95
40394
meimakes
Programmatic access to Apple Reminders via SSE, enabling creation, reading, upd…
N/A N/A
40395
ThalesMMS
Enables AI assistants to query and read data on DICOM servers (PACS, VNA, etc.).
40396
bacoco
An advanced MCP server that intelligently enhances prompts using 44+ metaprompt…
N/A N/A
40397
iferdelja
Enables access to stock and financial data from Alpha Vantage, including stocks…
40398
srvrsoorg
A basic MCP server that implements a calculate tool for arithmetic operations (…
N/A N/A
40399
allocnode
An MCP server that enables natural language creation and management of Xiaomi M…
N/A N/A
40400
MindsetConsulting
sflight-mcp Claim
Enables natural language querying of SAP flight data (airlines, flights, bookin…
Showing 40351–40400 of 43430 servers
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