MCP Server Quality Scores
Independent quality analysis of 46347 public MCP servers
Last updated 48 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 27201 |
Enables comprehensive management of Railway infrastructure, including projects,…
|
C 61 3⁄4 | ||||||||
| 27202 |
Provides access to WakaTime coding analytics data through MCP tools. Enables qu…
|
C 61 3⁄4 | ||||||||
| 27203 |
Detects and removes 24 types of AI writing patterns, offering dual-mode humaniz…
|
C 61 3⁄4 | ||||||||
| 27204 |
Enables querying PostgreSQL database metadata including table lists and schema …
|
C 61 3⁄4 | ||||||||
| 27205 |
langfuse-mcp-java
Claim
Query Langfuse traces, debug exceptions, analyze sessions, scores, datasets, sc…
|
C 61 3⁄4 | ||||||||
| 27206 |
AI-powered patent search and analysis across 220M+ global patents. Semantic sea…
|
C 61 3⁄4 | ||||||||
| 27207 |
Connect engineering metrics, DORA performance, deploy risk scoring, and PR heal…
|
C 61 3⁄4 | ||||||||
| 27208 |
Enables Claude to send SMS/LMS messages via the SureM platform using natural la…
|
C 61 3⁄4 | ||||||||
| 27209 |
A Spring Boot REST API testing server that supports functional testing with ass…
|
C 61 3⁄4 | ||||||||
| 27210 |
Canvas LMS MCP Server
Claim
Connects Claude AI to your Canvas LMS account, enabling natural language intera…
|
C 61 3⁄4 | ||||||||
| 27211 |
MCP server wrapping the ConnectWise Sell REST API, providing tools to manage qu…
|
C 61 3⁄4 | ||||||||
| 27212 |
Enables AI agents to interact with Wolai knowledge bases to read, write, and se…
|
C 61 3⁄4 | ||||||||
| 27213 |
AI-powered multi-voice audiobook creation platform. Provides tools for pricing,…
|
C 61 3⁄4 | ||||||||
| 27214 |
A Model Context Protocol server that enables Claude to read and update document…
|
C 61 3⁄4 | ||||||||
| 27215 |
An MCP server for the Hotmart digital products platform that enables management…
|
C 61 3⁄4 | ||||||||
| 27216 |
A multi-model agent swarm coordinator that automatically selects the most suita…
|
C 61 3⁄4 | ||||||||
| 27217 |
Verify any business in 34 countries. BORME 40M+ acts, VIES, GLEIF, Wikidata. Fr…
|
C 61 3⁄4 | ||||||||
| 27218 |
MCP server for understanding Javascript internals from ECMAScript specification.
|
C 61 3⁄4 | ||||||||
| 27219 |
discord-mcp
Claim
Exposes the Discord REST API to AI agents via the Model Context Protocol, enabl…
|
C 60 3⁄4 | ||||||||
| 27220 |
An MCP server that stores project memory in Supabase, allowing AI tools to pers…
|
C 60 3⁄4 | ||||||||
| 27221 |
Keeta Network MCP Server
Claim
Provides AI agents with native access to the Keeta Network Layer 1 blockchain f…
|
C 60 3⁄4 | ||||||||
| 27222 |
Provides tools for analyzing and generating content in the Frasurbane aesthetic…
|
C 60 3⁄4 | ||||||||
| 27223 |
Global Papers MCP
Claim
Unified academic paper search MCP server integrating OpenAlex, Semantic Scholar…
|
C 60 3⁄4 | ||||||||
| 27224 |
Durable memory MCP server for AI agents. Temporal knowledge graph with hybrid s…
|
C 60 3⁄4 | ||||||||
| 27225 |
Enables AI assistants to access live GitHub repository data without cloning, su…
|
C 60 3⁄4 | ||||||||
| 27226 |
Extract product mentions, sponsors, and trends from podcast transcripts to gene…
|
C 60 3⁄4 | ||||||||
| 27227 |
An MCP-based AI agent that retrieves and processes documents to answer queries …
|
C 60 3⁄4 | ||||||||
| 27228 |
An autonomous MCP server that polls Garmin LiveTrack data during races, stores …
|
C 60 3⁄4 | ||||||||
| 27229 |
Enables personal workflow management by turning Notion into a task and knowledg…
|
C 60 3⁄4 | ||||||||
| 27230 |
An MCP server that emits OpenTelemetry traces, metrics, and logs to OTLP endpoi…
|
C 60 3⁄4 | ||||||||
| 27231 |
FX protection for SMEs — price Guards, live spot/forward rates, settlement date…
|
C 60 2⁄5 | ||||||||
| 27232 |
T-Invest MCP Server
Claim
Enables interaction with the T-Invest (Tinkoff Investments) API to manage inves…
|
C 60 3⁄4 | ||||||||
| 27233 |
An MCP server that orchestrates a dual-model workflow using Claude Opus for hig…
|
C 60 3⁄4 | ||||||||
| 27234 |
A real-time weather query server based on the HelloAgents framework that provid…
|
C 60 3⁄4 | ||||||||
| 27235 |
MCP server for HubSpot CRM — 33 tools covering contacts, companies, deals, pipe…
|
C 60 3⁄4 | ||||||||
| 27236 |
An MCP server that automates the full software development lifecycle through an…
|
C 60 3⁄4 | ||||||||
| 27237 |
An MCP server for Proxmox VE that enables read-only cluster inspection, VM/cont…
|
C 60 3⁄4 | ||||||||
| 27238 |
AuthWeaver MCP
Claim
Extracts prior-authorization evidence from synthetic FHIR data to create struct…
|
C 60 3⁄4 | ||||||||
| 27239 |
maxia-mcp
Claim
AI-to-AI marketplace MCP server with 46 tools — swap 65+ crypto tokens on 7 cha…
|
C 60 3⁄4 | ||||||||
| 27240 |
NetContextServer
Claim
NetContextServer empowers AI coding assistants like Cursor AI to deeply underst…
|
C 60 3⁄4 | ||||||||
| 27241 |
dRPC Agent Skills
Claim
Blockchain RPC via DRPC. Exposes eth_call, eth_getBalance, gas
estimation, and …
|
C 60 3⁄4 | ||||||||
| 27242 |
An MCP server that provides autonomous, multi-source web research capabilities …
|
C 60 3⁄4 | ||||||||
| 27243 |
XML Documents MCP Server by CData
|
C 60 3⁄4 | ||||||||
| 27244 |
Remote Child Story MCP
Claim
Generates personalized short bedtime stories for three-year-old children using …
|
C 60 3⁄4 | ||||||||
| 27245 |
An MCP server that automates the entire process of discovering, evaluating, and…
|
C 60 3⁄4 | ||||||||
| 27246 |
9 tools, Lightning-gated. Pay per call.
For agents that need verifiable signed …
|
C 60 3⁄4 | ||||||||
| 27247 |
Provides current exchange rates for various currencies via the Model Context Pr…
|
C 60 3⁄4 | ||||||||
| 27248 |
A durable multi-agent orchestrator for software development with explicit run g…
|
C 60 3⁄4 | ||||||||
| 27249 |
An AI blog automation server that uses a 'Creative DNA' system to generate pers…
|
C 60 3⁄4 | ||||||||
| 27250 |
AI orchestration for computational chemistry and HPC workflows.
|
C 60 4⁄5 | ||||||||