MCP Server Quality Scores
Independent quality analysis of 69027 public MCP servers
Last updated 3 hours, 50 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 63251 |
FlightSeatmap
Claim
Look up airline seat maps, find the best seats, and manage seat alerts from you…
|
— | ||||||||
| 63252 |
gnomon-mcp
Claim
Deterministic batch tools so LLM agents stop next-token-guessing dates and math…
|
— | ||||||||
| 63253 |
Provides automated analysis, audit, and code generation to migrate Nuxt 2/3 pro…
|
— | ||||||||
| 63254 |
bfxr2-music-generator
Claim
Generates music and sound effects using Bfxr2, with preset or custom parameter …
|
— | ||||||||
| 63255 |
tokenmaxxen-mcp
Claim
Collective episodic memory for AI coding agents — search, deposit, comment, sho…
|
— | ||||||||
| 63256 |
Docker MCP
Claim
Enables remote Docker management over SSH via a local MCP server, providing too…
|
— | ||||||||
| 63257 |
homeradar-mcp
Claim
homeradar-mcp
|
— | ||||||||
| 63258 |
lavern
Claim
An agentic law firm. Yours. 67 specialist AI agents that review documents throu…
|
— | ||||||||
| 63259 |
nutrs-mcp
Claim
MCP server for the NUTRS ecosystem, connecting Radar, Calendário, and Cardápio …
|
— | ||||||||
| 63260 |
token-saver-mcp
Claim
Automatically reduces token usage in Claude Code sessions using algorithmic opt…
|
— | ||||||||
| 63261 |
Novu MCP Server
Claim
Enables AI agents to interact with Novu's notification system, facilitating ope…
|
— | ||||||||
| 63262 |
Billing infrastructure for AI agents. Preflight spend checks + post-execution u…
|
— | ||||||||
| 63263 |
bradesco-rede-mcp
Claim
MCP server for real-time querying of the Bradesco Saude referenced network, exp…
|
— | ||||||||
| 63264 |
codemap
Claim
MCP server for local-first code intelligence, providing structural code graph, …
|
— | ||||||||
| 63265 |
Enables semantic search over Databricks docs, API reference, Terraform provider…
|
— | ||||||||
| 63266 |
akb
Claim
Organizational knowledge base for AI agents. Vault-scoped Markdown docs, struct…
|
— | ||||||||
| 63267 |
Multi-MCP Server
Claim
A distributed MCP server architecture with a master aggregator that orchestrate…
|
— | ||||||||
| 63268 |
second-brain-cloudflare
Claim
One memory layer, every AI tool. Store anything once — recall it in Claude, Cha…
|
— | ||||||||
| 63269 |
Wazuh MCP Server
Claim
A production-ready Model Context Protocol (MCP) server for seamless integration…
|
— | ||||||||
| 63270 |
sdp-mcp
Claim
Provides 76 tools for enterprise Solana development, enabling stablecoin issuan…
|
— | ||||||||
| 63271 |
Dev.to MCP Server
Claim
Enables AI agents to interact with the Dev.to platform through MCP tools, inclu…
|
— | ||||||||
| 63272 |
MCP Excel Server
Claim
Enables AI agents to read, write, analyze, and transform Excel spreadsheets (.x…
|
— | ||||||||
| 63273 |
This server enables multi-agent conversations for interacting with Cirro's biol…
|
— | ||||||||
| 63274 |
A template for building MCP servers in Next.js applications using the Vercel MC…
|
— | ||||||||
| 63275 |
Android mobile automation with uiautomator2. AI bot for taps, swipes, apps, XPa…
|
— | ||||||||
| 63276 |
agenteconomy.cloud
Claim
x402 seller trust for AI agents: verify on-chain revenue, check delivery, diagn…
|
— | ||||||||
| 63277 |
UniArticles MCP Server
Claim
Unifies academic literature retrieval from multiple sources like Scopus, ArXiv,…
|
— | ||||||||
| 63278 |
sendpookie
Claim
Create and send cinematic digital gifts for birthdays and anniversaries via Cla…
|
— | ||||||||
| 63279 |
An MCP server that provides browser compatibility data and web API support info…
|
— | ||||||||
| 63280 |
mcp-server-ddd-template
Claim
A template MCP server using Domain-Driven Design, providing Bitcoin fee recomme…
|
— | ||||||||
| 63281 |
Provides access to Jina AI's Reader, Embeddings, and Reranker APIs with tools f…
|
— | ||||||||
| 63282 |
MCP server for searching and downloading from Anna's Archive for free via slow …
|
— | ||||||||
| 63283 |
vsfclub1
Claim
|
— | ||||||||
| 63284 |
HighLevel MCP Server
Claim
Multi-account HighLevel CRM MCP server with OAuth integration for managing 30+ …
|
— | ||||||||
| 63285 |
zmachine-mcp
Claim
Enables AI agents to play Z-Machine text adventure games (e.g., Zork) via MCP, …
|
— | ||||||||
| 63286 |
Enables AI assistants to interact with humans through GUI dialogs for text inpu…
|
— | ||||||||
| 63287 |
research-mcp
Claim
A citation-finding research assistant for scientists, exposed as an MCP server …
|
— | ||||||||
| 63288 |
Switchr MCP Server
Claim
Enables monitoring and control of SwitchBot devices (temperature sensors, plugs…
|
— | ||||||||
| 63289 |
Ranomics Platform
Claim
Wet-lab triage for AI binder-design agents. Yeast display, mammalian display, D…
|
— | ||||||||
| 63290 |
concierge
Claim
Search Africa safari destinations, generate day-by-day itineraries, and price e…
|
— | ||||||||
| 63291 |
MEV Intelligence
Claim
Real-time Ethereum liquidation intelligence for AI agents and MEV bots.
|
— | ||||||||
| 63292 |
Componecat
Claim
Software component catalog: search your org's services, docs, APIs, dependencie…
|
— | ||||||||
| 63293 |
ExisOne MCP Server
Claim
Enables AI assistants to manage software licenses through natural language comm…
|
— | ||||||||
| 63294 |
mcp-uof
Claim
Wraps UOF (U-Office Force) SOAP/ASMX WebServices as MCP tools, enabling AI agen…
|
— | ||||||||
| 63295 |
powerbi-mcp
Claim
Enables discovery of Power BI workspaces and datasets, retrieval of semantic mo…
|
— | ||||||||
| 63296 |
MCP server for ASTRA bio-hybrid neuromorphic simulation pipeline, exposing SNN,…
|
— | ||||||||
| 63297 |
MCP LocalStack Server
Claim
Provides conversational access to LocalStack AWS services (S3, DynamoDB, Lambda…
|
— | ||||||||
| 63298 |
GDB Lite MCP
Claim
A lightweight MCP server that enables LLM agents to interact with GDB for debug…
|
— | ||||||||
| 63299 |
LemGen AI Design MCP
Claim
Open-source MCP server for AI image and video creation, enabling prompt library…
|
— | ||||||||
| 63300 |
avanan-legacy-mcp
Claim
A legacy MCP server for Avanan cloud email security, providing tools to manage …
|
— | ||||||||