MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 1 hour, 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 44101 |
Redmineflux MCP Server
Claim
An MCP server that connects AI agents to Redmine project data, enabling natural…
|
— | ||||||||
| 44102 |
mcp-weather-server
Claim
Provides current weather information for any city using the Open-Meteo API. Ret…
|
— | ||||||||
| 44103 |
fal-ai-mcp
Claim
Explore and search fal models to find the right fit for your tasks. Generate co…
|
— | ||||||||
| 44104 |
Enables creating and managing HappyHorse video generation tasks (edit, image-to…
|
— | ||||||||
| 44105 |
Aryn Local MCP Server
Claim
Enables processing PDFs via Aryn's API, typically used with a filesystem MCP se…
|
— | ||||||||
| 44106 |
sandbox-seed
Claim
Salesforce sandbox seeding, built for AI agents. SOQL-driven org-to-org record …
|
— | ||||||||
| 44107 |
mcp
Claim
Cited, receipt-backed US home-buying data & calculators — education-only, every…
|
— | ||||||||
| 44108 |
ASTRA MCP Server
Claim
Exposes a bio-hybrid neuromorphic simulation pipeline (SNN, consciousness proxi…
|
— | ||||||||
| 44109 |
chromium-mcp
Claim
MCP server for web fetching and automation using Chromium headless browser. Ena…
|
— | ||||||||
| 44110 |
cursor-usage
Claim
MCP server that wraps Cursor Enterprise API to enable AI agents to answer quest…
|
— | ||||||||
| 44111 |
Analyzes GitHub repositories and provides advanced optimization recommendations…
|
— | ||||||||
| 44112 |
Lambda MCP Server
Claim
A stateless Python MCP server packaged as a custom AWS Lambda container image, …
|
— | ||||||||
| 44113 |
null-402-mcp
Claim
Lets agents pay x402-protected endpoints privately on Stellar using zero-knowle…
|
— | ||||||||
| 44114 |
@everhour/mcp-server
Claim
Provides complete integration with the Everhour API for time tracking, project …
|
— | ||||||||
| 44115 |
niaid-data-mcp-server
Claim
Enables searching the NIAID Data Ecosystem for biomedical research resources in…
|
— | ||||||||
| 44116 |
postgres-mcp
Claim
MCP server for PostgreSQL database management, enabling AI-assisted schema expl…
|
— | ||||||||
| 44117 |
mt4ctl
Claim
An MCP server for operating headless MetaTrader 4 terminals remotely over SSH, …
|
— | ||||||||
| 44118 |
flux-mcp
Claim
Provides agentic MCP tools for the Flux Framework, enabling job submission, man…
|
— | ||||||||
| 44119 |
nwtools-mcp
Claim
Provides accurate IPv4 subnet and address tools for LLMs using Python's ipaddre…
|
— | ||||||||
| 44120 |
Local-first bookmark management with semantic search and AI-powered organization
|
— | ||||||||
| 44121 |
codebase-memory-mcp
Claim
Local-first repository memory for AI coding agents that indexes codebases into …
|
— | ||||||||
| 44122 |
This MCP server provides tools for OCR and keyword extraction, enabling AI work…
|
— | ||||||||
| 44123 |
An MCP server that integrates with the BoardGameGeek XML API, allowing Claude t…
|
— | ||||||||
| 44124 |
Mapify MCP Server
Claim
Enables AI assistants to generate interactive mind maps from text, YouTube vide…
|
— | ||||||||
| 44125 |
PolyRank MCP
Claim
Provides AI agents with direct access to Polyrank's skill analytics for Polymar…
|
— | ||||||||
| 44126 |
koko-call-mcp
Claim
Read-only MCP server for searching Japanese government procurement bid notices …
|
— | ||||||||
| 44127 |
mcp-deploy-intel
Claim
Provides Kubernetes deployment intelligence with typed query tools and AI-synth…
|
— | ||||||||
| 44128 |
hello-device-mcp
Claim
MCP server for foldkit, exposing the 7-prime spine, 7 κ-bands, and 6 fold opera…
|
— | ||||||||
| 44129 |
bumi-mcp
Claim
MCP server for controlling the Noetix Bumi humanoid robot via ROS 2, with suppo…
|
— | ||||||||
| 44130 |
EliteMCP
Claim
Analyzes directory structures with .gitignore awareness and executes Python cod…
|
— | ||||||||
| 44131 |
OKX MCP Console v2.0
Claim
Unified MCP console for OKX's full ecosystem, integrating CEX, onchain, predict…
|
— | ||||||||
| 44132 |
mcp-clevelandart
Claim
Enables querying the Cleveland Museum of Art's open access API to search artwor…
|
— | ||||||||
| 44133 |
approval-mcpapp
Claim
An MCP server that implements a multi-stage employee access request and approva…
|
— | ||||||||
| 44134 |
SWAPI MCP Server
Claim
Enables LLMs and clients to search for Star Wars characters, planets, and films…
|
— | ||||||||
| 44135 |
notion-mcp-server
Claim
Enables natural language interaction with Notion workspace, including search, p…
|
— | ||||||||
| 44136 |
Enables AI agents to investigate Splunk exports or live queries using determini…
|
— | ||||||||
| 44137 |
Test MCP
Claim
A minimal MCP server template for testing and development, providing example im…
|
— | ||||||||
| 44138 |
Tldraw MCP Server
Claim
This project integrates tldraw with Claude AI using the Model Context Protocol …
|
— | ||||||||
| 44139 |
Blender MCP VXAI
Claim
Enables natural language control of Blender 3D through MCP clients, allowing cr…
|
— | ||||||||
| 44140 |
AutoMCP
Claim
Automatically converts CLI tools, APIs, and programs into MCP servers for LLM a…
|
— | ||||||||
| 44141 |
Switchboard
Claim
Switchboard is a local-first, governed MCP endpoint that aggregates multiple MC…
|
— | ||||||||
| 44142 |
prompt-gui-mcp
Claim
Enables AI coding agents to request user input through customizable desktop for…
|
— | ||||||||
| 44143 |
Reflect MCP Server
Claim
An unofficial MCP server that enables adding content to daily notes, creating n…
|
— | ||||||||
| 44144 |
Enables interaction with the HaloPSA API for managing tickets, clients, assets,…
|
— | ||||||||
| 44145 |
avengers-squad
Claim
|
— | ||||||||
| 44146 |
demo-mcps
Claim
Provides manufacturing demo data across procurement, production, quality, wareh…
|
— | ||||||||
| 44147 |
Eyes-MCP
Claim
A research MCP server that enables AI agents to query the internet using multip…
|
— | ||||||||
| 44148 |
timecamp-mcp-server
Claim
Integrates TimeCamp time tracking into AI assistants, enabling real-time timer …
|
— | ||||||||
| 44149 |
bmlt-mcp-server
Claim
Connects MCP-compatible AI clients to BMLT root servers, enabling natural langu…
|
— | ||||||||
| 44150 |
taw-computer
Claim
An MCP server that provides AI agents with a full Ubuntu desktop environment in…
|
— | ||||||||