MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 1 hour, 24 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 28401 |
AI-powered dental social media marketing tools. Generate Instagram captions, fi…
|
C 61 3⁄4 | ||||||||
| 28402 |
A FastMCP server template with full MCP authentication via Descope, designed fo…
|
C 61 3⁄4 | ||||||||
| 28403 |
Enables comprehensive management of Railway infrastructure, including projects,…
|
C 61 3⁄4 | ||||||||
| 28404 |
MCP server for noui.bot Agent Bazaar — agent-first infrastructure tools. Platfo…
|
C 61 3⁄4 | ||||||||
| 28405 |
A read-only MCP server that provides access to financial news, Wall Street Bets…
|
C 61 3⁄4 | ||||||||
| 28406 |
An MCP server that orchestrates a dual-model workflow using Claude Opus for hig…
|
C 60 3⁄4 | ||||||||
| 28407 |
MCP server for HubSpot CRM — 33 tools covering contacts, companies, deals, pipe…
|
C 60 3⁄4 | ||||||||
| 28408 |
Persistent AI entity framework with causal memory, emotional state, and identit…
|
C 60 3⁄5 | ||||||||
| 28409 |
An MCP server that automates the full software development lifecycle through an…
|
C 60 3⁄4 | ||||||||
| 28410 |
An MCP-based AI agent that retrieves and processes documents to answer queries …
|
C 60 3⁄4 | ||||||||
| 28411 |
MCP server for TryOnfy - AI virtual try-on platform that lets you preview cloth…
|
C 60 3⁄4 | ||||||||
| 28412 |
A deterministic prompt optimization middleware for AI coding agents that preser…
|
C 60 3⁄4 | ||||||||
| 28413 |
Provides tools for analyzing and generating content in the Frasurbane aesthetic…
|
C 60 3⁄4 | ||||||||
| 28414 |
An MCP server that emits OpenTelemetry traces, metrics, and logs to OTLP endpoi…
|
C 60 3⁄4 | ||||||||
| 28415 |
NetContextServer
Claim
NetContextServer empowers AI coding assistants like Cursor AI to deeply underst…
|
C 60 3⁄4 | ||||||||
| 28416 |
discord-mcp
Claim
Exposes the Discord REST API to AI agents via the Model Context Protocol, enabl…
|
C 60 3⁄4 | ||||||||
| 28417 |
9 tools, Lightning-gated. Pay per call.
For agents that need verifiable signed …
|
C 60 3⁄4 | ||||||||
| 28418 |
XML Documents MCP Server by CData
|
C 60 3⁄4 | ||||||||
| 28419 |
Enables AI assistants to access live GitHub repository data without cloning, su…
|
C 60 3⁄4 | ||||||||
| 28420 |
Self-custody AI agent wallets with passkeys, gasless transactions & programmabl…
|
C 60 3⁄4 | ||||||||
| 28421 |
An MCP server for Proxmox VE that enables read-only cluster inspection, VM/cont…
|
C 60 3⁄4 | ||||||||
| 28422 |
Enables comprehensive management of Vast.ai GPU cloud instances, including sear…
|
C 60 3⁄4 | ||||||||
| 28423 |
An autonomous MCP server that polls Garmin LiveTrack data during races, stores …
|
C 60 3⁄4 | ||||||||
| 28424 |
An MCP server that automates the entire process of discovering, evaluating, and…
|
C 60 3⁄4 | ||||||||
| 28425 |
Remote Child Story MCP
Claim
Generates personalized short bedtime stories for three-year-old children using …
|
C 60 3⁄4 | ||||||||
| 28426 |
A durable multi-agent orchestrator for software development with explicit run g…
|
C 60 3⁄4 | ||||||||
| 28427 |
Fabric Admin MCP Server
Claim
Provides MCP tools to manage Microsoft Fabric capacities, including listing, cr…
|
C 60 3⁄4 | ||||||||
| 28428 |
focus_mcp_sql
Claim
A NL2SQL plugin based on FocusSearch keyword parsing, offering greater accuracy…
|
C 60 3⁄4 | ||||||||
| 28429 |
An MCP server for Arkime full packet capture that enables AI assistants to sear…
|
C 60 3⁄4 | ||||||||
| 28430 |
Keeta Network MCP Server
Claim
Provides AI agents with native access to the Keeta Network Layer 1 blockchain f…
|
C 60 3⁄4 | ||||||||
| 28431 |
Enables interaction with The Hallucination Herald, an autonomous AI newspaper, …
|
C 60 3⁄4 | ||||||||
| 28432 |
dRPC Agent Skills
Claim
Blockchain RPC via DRPC. Exposes eth_call, eth_getBalance, gas
estimation, and …
|
C 60 3⁄4 | ||||||||
| 28433 |
Provides video enhancement capabilities through MCP tools for creating, monitor…
|
C 60 3⁄4 | ||||||||
| 28434 |
Provides current exchange rates for various currencies via the Model Context Pr…
|
C 60 3⁄4 | ||||||||
| 28435 |
A turn-based combat platform where AI agents autonomously battle in a real-time…
|
C 60 3⁄4 | ||||||||
| 28436 |
An MCP server that provides autonomous, multi-source web research capabilities …
|
C 60 3⁄4 | ||||||||
| 28437 |
Global Papers MCP
Claim
Unified academic paper search MCP server integrating OpenAlex, Semantic Scholar…
|
C 60 3⁄4 | ||||||||
| 28438 |
Provides financial data from Financial Modeling Prep for AI-assisted investment…
|
C 60 3⁄4 | ||||||||
| 28439 |
Durable memory MCP server for AI agents. Temporal knowledge graph with hybrid s…
|
C 60 3⁄4 | ||||||||
| 28440 |
A real-time weather query server based on the HelloAgents framework that provid…
|
C 60 3⁄4 | ||||||||
| 28441 |
T-Invest MCP Server
Claim
Enables interaction with the T-Invest (Tinkoff Investments) API to manage inves…
|
C 60 3⁄4 | ||||||||
| 28442 |
An MCP server that stores project memory in Supabase, allowing AI tools to pers…
|
C 60 3⁄4 | ||||||||
| 28443 |
focus_mcp_data
Claim
The intelligent data query plugin under DataFocus that supports multi-round con…
|
C 60 3⁄4 | ||||||||
| 28444 |
AuthWeaver MCP
Claim
Extracts prior-authorization evidence from synthetic FHIR data to create struct…
|
C 60 3⁄4 | ||||||||
| 28445 |
Manage your Pollen account: sync, enrich, fix, and publish your store's catalog…
|
C 60 2⁄5 | ||||||||
| 28446 |
AI orchestration for computational chemistry and HPC workflows.
|
C 60 4⁄5 | ||||||||
| 28447 |
Enables personal workflow management by turning Notion into a task and knowledg…
|
C 60 3⁄4 | ||||||||
| 28448 |
FX protection for SMEs — price Guards, live spot/forward rates, settlement date…
|
C 60 2⁄5 | ||||||||
| 28449 |
An AI blog automation server that uses a 'Creative DNA' system to generate pers…
|
C 60 3⁄4 | ||||||||
| 28450 |
An extended PostgreSQL management and analysis server that provides database pr…
|
C 60 3⁄4 | ||||||||