MCP Server Quality Scores
Independent quality analysis of 60956 public MCP servers
Last updated 1 hour, 25 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 27301 |
Canvas LMS MCP Server
Claim
Connects Claude AI to your Canvas LMS account, enabling natural language intera…
|
C 61 3⁄4 | ||||||||
| 27302 |
MCP server for noui.bot Agent Bazaar — agent-first infrastructure tools. Platfo…
|
C 61 3⁄4 | ||||||||
| 27303 |
Enables Claude to send SMS/LMS messages via the SureM platform using natural la…
|
C 61 3⁄4 | ||||||||
| 27304 |
Connect engineering metrics, DORA performance, deploy risk scoring, and PR heal…
|
C 61 3⁄4 | ||||||||
| 27305 |
MCP server for StarSinger AI music catalog — search, stream & browse AI-generat…
|
C 61 3⁄4 | ||||||||
| 27306 |
Search companies, enrich contacts, and reveal emails and phones from your AI ag…
|
C 61 4⁄5 | ||||||||
| 27307 |
An MCP server that converts Postman API requests into executable tools for LLMs…
|
C 61 3⁄4 | ||||||||
| 27308 |
MCP server wrapping the ConnectWise Sell REST API, providing tools to manage qu…
|
C 61 3⁄4 | ||||||||
| 27309 |
Connects Claude to the Strava API to provide direct access to fitness data, inc…
|
C 61 3⁄4 | ||||||||
| 27310 |
A template for building MCP servers that supports both HTTP transport with Bear…
|
C 61 3⁄4 | ||||||||
| 27311 |
Durable memory MCP server for AI agents. Temporal knowledge graph with hybrid s…
|
C 60 3⁄4 | ||||||||
| 27312 |
9 tools, Lightning-gated. Pay per call.
For agents that need verifiable signed …
|
C 60 3⁄4 | ||||||||
| 27313 |
discord-mcp
Claim
Exposes the Discord REST API to AI agents via the Model Context Protocol, enabl…
|
C 60 3⁄4 | ||||||||
| 27314 |
Self-custody AI agent wallets with passkeys, gasless transactions & programmabl…
|
C 60 3⁄4 | ||||||||
| 27315 |
Provides tools for analyzing and generating content in the Frasurbane aesthetic…
|
C 60 3⁄4 | ||||||||
| 27316 |
AI orchestration for computational chemistry and HPC workflows.
|
C 60 4⁄5 | ||||||||
| 27317 |
AuthWeaver MCP
Claim
Extracts prior-authorization evidence from synthetic FHIR data to create struct…
|
C 60 3⁄4 | ||||||||
| 27318 |
An autonomous MCP server that polls Garmin LiveTrack data during races, stores …
|
C 60 3⁄4 | ||||||||
| 27319 |
A real-time weather query server based on the HelloAgents framework that provid…
|
C 60 3⁄4 | ||||||||
| 27320 |
Provides current exchange rates for various currencies via the Model Context Pr…
|
C 60 3⁄4 | ||||||||
| 27321 |
MCP server for TryOnfy - AI virtual try-on platform that lets you preview cloth…
|
C 60 3⁄4 | ||||||||
| 27322 |
A turn-based combat platform where AI agents autonomously battle in a real-time…
|
C 60 3⁄4 | ||||||||
| 27323 |
An MCP server that orchestrates a dual-model workflow using Claude Opus for hig…
|
C 60 3⁄4 | ||||||||
| 27324 |
focus_mcp_sql
Claim
A NL2SQL plugin based on FocusSearch keyword parsing, offering greater accuracy…
|
C 60 3⁄4 | ||||||||
| 27325 |
Fabric Admin MCP Server
Claim
Provides MCP tools to manage Microsoft Fabric capacities, including listing, cr…
|
C 60 3⁄4 | ||||||||
| 27326 |
Enables personal workflow management by turning Notion into a task and knowledg…
|
C 60 3⁄4 | ||||||||
| 27327 |
An MCP server that automates the full software development lifecycle through an…
|
C 60 3⁄4 | ||||||||
| 27328 |
An MCP server that emits OpenTelemetry traces, metrics, and logs to OTLP endpoi…
|
C 60 3⁄4 | ||||||||
| 27329 |
Provides financial data from Financial Modeling Prep for AI-assisted investment…
|
C 60 3⁄4 | ||||||||
| 27330 |
NetContextServer
Claim
NetContextServer empowers AI coding assistants like Cursor AI to deeply underst…
|
C 60 3⁄4 | ||||||||
| 27331 |
Persistent AI entity framework with causal memory, emotional state, and identit…
|
C 60 3⁄5 | ||||||||
| 27332 |
Provides video enhancement capabilities through MCP tools for creating, monitor…
|
C 60 3⁄4 | ||||||||
| 27333 |
MCP server for HubSpot CRM — 33 tools covering contacts, companies, deals, pipe…
|
C 60 3⁄4 | ||||||||
| 27334 |
maxia-mcp
Claim
AI-to-AI marketplace MCP server with 46 tools — swap 65+ crypto tokens on 7 cha…
|
C 60 3⁄4 | ||||||||
| 27335 |
dRPC Agent Skills
Claim
Blockchain RPC via DRPC. Exposes eth_call, eth_getBalance, gas
estimation, and …
|
C 60 3⁄4 | ||||||||
| 27336 |
focus_mcp_data
Claim
The intelligent data query plugin under DataFocus that supports multi-round con…
|
C 60 3⁄4 | ||||||||
| 27337 |
An MCP server for Proxmox VE that enables read-only cluster inspection, VM/cont…
|
C 60 3⁄4 | ||||||||
| 27338 |
Enables comprehensive management of Vast.ai GPU cloud instances, including sear…
|
C 60 3⁄4 | ||||||||
| 27339 |
XML Documents MCP Server by CData
|
C 60 3⁄4 | ||||||||
| 27340 |
FX protection for SMEs — price Guards, live spot/forward rates, settlement date…
|
C 60 2⁄5 | ||||||||
| 27341 |
T-Invest MCP Server
Claim
Enables interaction with the T-Invest (Tinkoff Investments) API to manage inves…
|
C 60 3⁄4 | ||||||||
| 27342 |
An MCP server that automates the entire process of discovering, evaluating, and…
|
C 60 3⁄4 | ||||||||
| 27343 |
An MCP server that provides autonomous, multi-source web research capabilities …
|
C 60 3⁄4 | ||||||||
| 27344 |
Global Papers MCP
Claim
Unified academic paper search MCP server integrating OpenAlex, Semantic Scholar…
|
C 60 3⁄4 | ||||||||
| 27345 |
An AI blog automation server that uses a 'Creative DNA' system to generate pers…
|
C 60 3⁄4 | ||||||||
| 27346 |
An MCP server that stores project memory in Supabase, allowing AI tools to pers…
|
C 60 3⁄4 | ||||||||
| 27347 |
Keeta Network MCP Server
Claim
Provides AI agents with native access to the Keeta Network Layer 1 blockchain f…
|
C 60 3⁄4 | ||||||||
| 27348 |
An extended PostgreSQL management and analysis server that provides database pr…
|
C 60 3⁄4 | ||||||||
| 27349 |
A durable multi-agent orchestrator for software development with explicit run g…
|
C 60 3⁄4 | ||||||||
| 27350 |
A deterministic prompt optimization middleware for AI coding agents that preser…
|
C 60 3⁄4 | ||||||||