MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 4 hours, 4 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 3601 |
MCP server that gives AI agents the ability to discover, match with, and build …
|
B 76 5⁄4 | ||||||||
| 3602 |
Provides semantic editing tools for Markdown files, allowing structured manipul…
|
B 76 5⁄4 | ||||||||
| 3603 |
Spec-driven development tool for AI coding assistants that generates specs, val…
|
B 76 5⁄4 | ||||||||
| 3604 |
Claude Usage MCP Server
Claim
Fetches and tracks Claude.ai usage data including session and weekly limits wit…
|
B 76 5⁄4 | ||||||||
| 3605 |
Connects agents to Elasticsearch data using the Model Context Protocol, allowin…
|
B 76 5⁄4 | ||||||||
| 3606 |
Shared Memory Storage for Multi-Agent Systems
|
B 76 5⁄4 | ||||||||
| 3607 |
Enables AI assistants to interact with Mender IoT platform for device managemen…
|
B 76 5⁄5 | ||||||||
| 3608 |
Enables analysis of RTL waveform files (VCD, FST) through WAL (Waveform Analysi…
|
B 76 5⁄5 | ||||||||
| 3609 |
A Model Context Protocol server that provides Angular project analysis and refa…
|
B 76 5⁄4 | ||||||||
| 3610 |
Connects AI assistants to Lokalise translation management platform with 59 tool…
|
B 76 5⁄5 | ||||||||
| 3611 |
Scalable, high-performance knowledge graph memory system with semantic search, …
|
B 76 5⁄5 | ||||||||
| 3612 |
Enables users to create, edit, and manage PowerPoint presentations across Windo…
|
B 76 5⁄5 | ||||||||
| 3613 |
Agent-native travel search. 5 second flights & hotels $50 cheaper. Free forever…
|
B 76 5⁄5 | ||||||||
| 3614 |
Comprehensive MCP server for administering Msty Studio Desktop with 36 tools ac…
|
B 76 5⁄4 | ||||||||
| 3615 |
Provides instant, offline access to complete Shopify Liquid documentation (198 …
|
B 76 5⁄5 | ||||||||
| 3616 |
Enables users to manage Kaspa wallets, check balances, and send KAS tokens dire…
|
B 76 5⁄4 | ||||||||
| 3617 |
Enables users to search for job opportunities in Singapore through the MyCareer…
|
B 76 5⁄5 | ||||||||
| 3618 |
Connects AI agents to Real World Asset (RWA) data, enabling queries about token…
|
B 76 5⁄5 | ||||||||
| 3619 |
perplexity-mcp-zerver
Claim
MCP web search using perplexity without any API KEYS
|
B 76 5⁄4 | ||||||||
| 3620 |
A privacy-first macOS MCP server that enables AI agents to capture screenshots …
|
B 76 5⁄4 | ||||||||
| 3621 |
MCP server for understanding AWS spend
|
B 76 5⁄5 | ||||||||
| 3622 |
Enables comprehensive Jenkins automation through MCP interface, allowing users …
|
B 76 5⁄5 | ||||||||
| 3623 |
An MCP server to flexibly fetch JSON, text, and HTML data
|
B 76 5⁄4 | ||||||||
| 3624 |
Provides access to satellite tracking data from N2YO, allowing users to query s…
|
B 76 5⁄5 | ||||||||
| 3625 |
Provides AI assistants with access to Lumenore's analytics capabilities, enabli…
|
B 76 5⁄5 | ||||||||
| 3626 |
symbols
Claim
Fast polyglot source code intelligence: symbols, imports, dependencies, and imp…
|
B 76 5⁄4 | ||||||||
| 3627 |
Enables AI assistants to interact with macOS windows through yabai, providing w…
|
B 76 5⁄5 | ||||||||
| 3628 |
A Model Context Protocol server that enables AI models like Claude to control T…
|
B 76 5⁄5 | ||||||||
| 3629 |
A Model Context Protocol server that enables AI assistants like Claude to inter…
|
B 76 5⁄4 | ||||||||
| 3630 |
A MCP server for accessing Zoom recordings and transcripts without requiring di…
|
B 76 5⁄5 | ||||||||
| 3631 |
AGS API
Claim
Stateless MCP server for AccelByte Gaming Services APIs with OpenAPI integration
|
B 76 5⁄5 | ||||||||
| 3632 |
Provides over 156 tools to interact with the Binance.com global exchange API fo…
|
B 76 5⁄5 | ||||||||
| 3633 |
An MCP server and VS Code extension that enables AI clients to interactively de…
|
B 76 5⁄4 | ||||||||
| 3634 |
Codebeamer ALM integration for managing work items, trackers, and projects. Pro…
|
B 76 5⁄5 | ||||||||
| 3635 |
A parallel AI window for Claude Code. Fork conversations to Gemini, GPT, DeepSe…
|
B 76 5⁄4 | ||||||||
| 3636 |
A server that enables querying the dbt Semantic Layer through natural language …
|
B 76 5⁄5 | ||||||||
| 3637 |
Evidence-backed web research for AI agents with citations and confidence scores.
|
B 76 5⁄4 | ||||||||
| 3638 |
Enables AI assistants to interact with Metabase analytics platform, allowing th…
|
B 76 5⁄5 | ||||||||
| 3639 |
Automatically generates MCP tools, CLI, and web UI from TypeScript methods, ena…
|
B 76 5⁄4 | ||||||||
| 3640 |
Enables AI assistants to interact with Saffron recipe management functionality,…
|
B 76 5⁄5 | ||||||||
| 3641 |
Real-time currency exchange rates and crypto prices via MCP. Convert between 60…
|
B 76 5⁄4 | ||||||||
| 3642 |
This server enables interaction between Neo4j databases and Claude Desktop, all…
|
B 76 5⁄5 | ||||||||
| 3643 |
Image generation
|
B 76 5⁄4 | ||||||||
| 3644 |
Boilerplate MCP
Claim
A template repository for developing Model Context Protocol (MCP) servers with …
|
B 76 5⁄4 | ||||||||
| 3645 |
zen
Claim
Selfhosted notes app. Single golang binary, notes stored as markdown within SQL…
|
B 76 5⁄5 | ||||||||
| 3646 |
An MCP service that provides AI-powered development workflow tools including sp…
|
B 76 5⁄5 | ||||||||
| 3647 |
An advanced MCP server implementing a cognitive architecture through the GOTCHA…
|
B 76 5⁄5 | ||||||||
| 3648 |
A Node.js MCP server that spins up isolated Docker-based sandboxes for executin…
|
B 76 5⁄4 | ||||||||
| 3649 |
Enables interaction with HashiCorp Vault to read, write, list, and delete secre…
|
B 76 5⁄5 | ||||||||
| 3650 |
Cloud Tasks MCP Server
Claim
Enables interactions with Google Cloud Tasks queues and tasks through natural l…
|
B 76 5⁄5 | ||||||||