MCP Server Quality Scores

Independent quality analysis of 43430 public MCP servers

43430
Discovered
29451
Scored
2111
Verified
16952
Complete

Last updated 1 hour, 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
42651
xodn348
readhn Claim
AI-native HackerNews MCP Server. Find HN content that matters with explainable …
N/A N/A 95
42652
node2flow-th
MCP server for the Notion API, enabling management of pages, blocks, databases,…
N/A N/A
42653
KpihX
tick-mcp Claim
Enables AI assistants to manage TickTick tasks, projects, habits, tags, and foc…
42654
reynaldovieira
mcp-server Claim
A demonstration MCP server for educational purposes, showcasing how to build an…
42655
statwonk
decern Claim 1
MCP server for Decern CRM — contacts, deals, pipelines, tasks, and approvals.
N/A N/A 83
42656
isakskogstad
Enables searching and retrieving detailed information about Swedish companies, …
81
42657
fastmcp-me
Enables searching and retrieving content from Grokipedia, with tools for page l…
42658
waggle-sensor
A Model Context Protocol (MCP) server for interacting with the Sage Grande Test…
42659
ZibZob3000-gh
Enables AI agents to create, read, and manipulate Excel workbooks without Micro…
81
42660
Magnazee
MCP server with Streamable HTTP transport, deployed on Railway, offering tools …
42661
sagar1012
An MCP server that connects to Oracle databases using sqlplus, enabling SQL que…
42662
mathias.steffen
oc_0815 Claim
N/A N/A 95
42663
hosthobbit
Enables AI assistants to manage WHM hosting accounts and server administration …
42664
Leandroglez39
This repository provides a template for creating MCP servers with Python, inclu…
N/A N/A
42665
cloudflare
Workers observability and debugging. Inspect application logs, analytics, and r…
81
42666
DingDawg-dev
Financial analysis AI. Forecasting, audit prep, SOX/GAAP compliance. Accuracy c…
N/A N/A 83
42667
boisvertmath
An intelligent Model Context Protocol server that enhances GitHub Copilot with …
N/A N/A 95
42668
tandem
Tandem Docs Claim
Tandem Docs is a remote MCP server for helping agents learn how to install, ope…
81
42669
davincinewton
An extension-based MCP server that enables AI assistants to control your existi…
N/A N/A 95
42670
LogicStamp
MCP server that provides AI assistants with structured access to codebases via …
N/A N/A
42671
engincankaya
Provides AI coding agents with durable architecture memory for repositories by …
N/A N/A
42672
benseverndev-oss
devpilot Claim
Manages dev server lifecycles for AI coding agents, providing structured proces…
N/A N/A
42673
pragprogrammer
Connects AI assistants to YNAB budgets, providing over 30 tools for managing bu…
N/A N/A
42674
M1Vision
fal-ai-mcp Claim
Explore and search fal models to find the right fit for your tasks. Generate co…
N/A N/A 95
42675
anuragsinghbhandari
Enables AI agents to access a marketplace of paid tools by automatically handli…
81
42676
donghyun-chae
Integrates with Amadeus Flight Offers Search API to provide flight search capab…
42677
jarrodcoulter
An MCP server that provides Nmap scanning tools such as ping, port scans, servi…
N/A N/A
42678
Byron993
MCP server for searching academic papers via Google Scholar, retrieving metadat…
N/A N/A
42679
janbruinier
MCP server for GDPR compliance checks. Analyze data processing activities, asse…
N/A N/A 95
42680
NoMiddleInc
AI-powered content marketing MCP server for creating branded video reels, Linke…
N/A N/A
42681
Cangnt5
Enables coding agents like Cursor to access Figma design data, fetch layout and…
N/A N/A
42682
opentweetio
mcp Claim
Manage your Twitter/X presence from any AI assistant — schedule, threads, and m…
N/A N/A 83
42683
seanshin0214
AI-powered assistant for qualitative research and conceptual paper writing, pro…
N/A N/A 95
42684
Markusbetter
An MCP server for analyzing images using ModelScope's vision models. Supports b…
N/A N/A
42685
AllRates-Today
Provides real-time foreign-exchange rates, historical data, and multi-currency …
42686
Boti-Ormandi
memscope-mcp Claim
Enables AI agents to perform low-level Windows process memory research, includi…
N/A N/A
42687
gaiin-platform
A Fastify plugin that enables multi-tenant MCP servers with isolated tools per …
N/A N/A
42688
celo-org
This MCP server provides access to Composer Kit React component documentation, …
42689
Potarix
Find company websites and verified business emails through the Potarix Enricher…
42690
autolearnai
An MCP server that enables AI agents to dynamically create and reuse executable…
N/A N/A
42691
jpbester
Enables AI agents to generate images and text using Pollinations.ai, with SSE s…
N/A N/A
42692
mcpassure
Consulta tabelas TUSS da ANS: procedimentos, medicamentos, diárias e taxas via …
N/A N/A
42693
Veedubin
Local-first semantic memory server with project indexing for AI assistants. It …
N/A N/A
42694
technoriver
chordsynth Claim
Render a chord progression to WAV. Supports 28 named presets or custom chord st…
N/A N/A 95
42695
sabler
Enables MCP-capable clients to interact with UniFi Site Manager and UniFi Dream…
N/A N/A
42696
drumnation
Enables AI agents to search, recommend, and deliver professional stock photos f…
42697
smartbookingofc
Retrieve your Smart Booking appointments with structured access. Filter by day,…
N/A N/A 95
42698
tznthou
ccRecall Claim
Enables Claude Code to query and store memories from past conversations using F…
N/A N/A
42699
CSOAI-ORG
Fleet-wide shared rate limiter for A2A + multi-MCP deployments. Most MCP server…
N/A N/A
42700
svn4pro
Model Context Protocol (MCP) server wrapping the Pancake POS REST API, enabling…
Showing 42651–42700 of 43430 servers
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