MCP Server Quality Scores
Independent quality analysis of 69111 public MCP servers
Last updated 3 hours, 57 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 12451 |
A deployable Model Context Protocol server for Cloudflare Workers that enables …
|
C 61 5⁄5 | ||||||||
| 12452 |
Provides semantic search and management of shared documentation using ChromaDB …
|
C 61 5⁄4 | ||||||||
| 12453 |
A getting started guide and template for creating Python-based MCP servers usin…
|
C 61 5⁄4 | ||||||||
| 12454 |
Provides tools for interacting with CouchDB databases, enabling document manage…
|
C 61 6⁄6 | ||||||||
| 12455 |
🔍 Enable AI assistants to search and access Google Scholar papers through a sim…
|
C 61 5⁄5 | ||||||||
| 12456 |
Enables searching for Auckland public transport stops and retrieving real-time …
|
C 61 5⁄5 | ||||||||
| 12457 |
Provides an MCP protocol interface for interacting with Elasticsearch 7.x datab…
|
C 61 5⁄5 | ||||||||
| 12458 |
Search Millions of local businesses worldwide (Europe, Northamerica, Southameri…
|
C 61 5⁄5 | ||||||||
| 12459 |
Enables secure interaction with billing systems through comprehensive PII/PCI r…
|
C 61 5⁄5 | ||||||||
| 12460 |
mcp_demo
Claim
mcp demo ip query
|
C 61 5⁄4 | ||||||||
| 12461 |
A Model Context Protocol server implementation that provides a standardized int…
|
C 61 5⁄5 | ||||||||
| 12462 |
Beeper provides transactions on BSC, including balance/token transfers, token s…
|
C 61 5⁄4 | ||||||||
| 12463 |
Tracks learning progress and generates personalized daily learning insights usi…
|
C 61 5⁄5 | ||||||||
| 12464 |
Korean stock market data - prices, dividends, short selling, financial disclosu…
|
C 61 6⁄6 | ||||||||
| 12465 |
Cisco RADKit MCP Server
Claim
Enables interaction with Cisco network devices through the RADKit SDK, allowing…
|
C 61 5⁄5 | ||||||||
| 12466 |
Wind MCP Server
Claim
A tool server that enables large language models to directly access and utilize…
|
C 61 5⁄4 | ||||||||
| 12467 |
Crawl4AI MCP Server is an intelligent information retrieval server offering rob…
|
C 61 5⁄5 | ||||||||
| 12468 |
A utility that integrates Model Context Protocol (MCP) into Express application…
|
C 61 5⁄5 | ||||||||
| 12469 |
A Python-based MCP server that enables interaction with Microsoft Fabric APIs f…
|
C 61 5⁄5 | ||||||||
| 12470 |
A Model Context Protocol server that provides programmatic control over MuseSco…
|
C 61 5⁄4 | ||||||||
| 12471 |
Provides real-time weather information for 12 major Chinese cities and global l…
|
C 61 5⁄5 | ||||||||
| 12472 |
Give AI agents access to your Obsidian vault via local files or Self-hosted Liv…
|
C 61 5⁄5 | ||||||||
| 12473 |
A multi-server system that converts PDF documents to Markdown format using Fast…
|
C 61 5⁄5 | ||||||||
| 12474 |
Connects Claude Code to the Perplexity Comet browser to enable autonomous web b…
|
C 61 6⁄4 | ||||||||
| 12475 |
Provides soccer match predictions and league statistics using xG data and Poiss…
|
C 61 5⁄5 | ||||||||
| 12476 |
A Model Context Protocol server providing comprehensive financial data from Yah…
|
C 61 5⁄4 | ||||||||
| 12477 |
IVR Flow Linter
Claim
Validates IVR flow definitions (JSON) to detect errors like unreachable nodes, …
|
C 61 6⁄6 | ||||||||
| 12478 |
Enables AI models to interact with messages from various messaging platforms (M…
|
C 61 6⁄6 | ||||||||
| 12479 |
|
C 61 5⁄4 | ||||||||
| 12480 |
An MCP server that enables web searches using a SearxNG instance, allowing MCP-…
|
C 61 5⁄5 | ||||||||
| 12481 |
Used to create an assistant integrated with n8n that can search n8n documentati…
|
C 61 5⁄5 | ||||||||
| 12482 |
Enables intelligent code analysis and search across repositories using the Code…
|
C 61 5⁄4 | ||||||||
| 12483 |
An MCP server that tracks Tornado Cash deposits and withdrawals to reveal hidde…
|
C 61 5⁄5 | ||||||||
| 12484 |
Enables AI assistants to manage marketing campaigns, Facebook accounts, and lea…
|
C 61 6⁄6 | ||||||||
| 12485 |
Remote MCP Server
Claim
A deployable Model Context Protocol server on Cloudflare Workers that enables A…
|
C 61 5⁄5 | ||||||||
| 12486 |
Aligo SMS MCP Server
Claim
A Model Context Protocol (MCP) server that allows AI agents like Claude to inte…
|
C 61 6⁄6 | ||||||||
| 12487 |
DevCycle MCP server for feature flag management
|
C 61 6⁄6 | ||||||||
| 12488 |
An MCP server for inspecting, debugging, and interacting with PySide6 desktop a…
|
C 61 5⁄4 | ||||||||
| 12489 |
An MCP server that enables AI assistants to interact with JIRA, allowing for qu…
|
C 61 5⁄5 | ||||||||
| 12490 |
Solid Tumor Associative Modeling in Pathology
|
C 61 6⁄4 | ||||||||
| 12491 |
Provides MySQL database connectivity and schema inspection tools, allowing user…
|
C 61 5⁄5 | ||||||||
| 12492 |
A simple note-taking MCP server that allows storing and summarizing notes with …
|
C 61 5⁄4 | ||||||||
| 12493 |
A Model Context Protocol server that enables AI assistants like Claude to use B…
|
C 61 5⁄4 | ||||||||
| 12494 |
Product mockup rendering API for e-commerce and print-on-demand. Upload Photosh…
|
C 61 5⁄5 | ||||||||
| 12495 |
An MCP server that interfaces with the WorldBank API to retrieve economic and l…
|
C 61 5⁄4 | ||||||||
| 12496 |
ingero
Claim
eBPF-based GPU causal observability agent with MCP server. Traces CUDA Runtime/…
|
C 61 5⁄4 | ||||||||
| 12497 |
Enables interaction with blog RSS/Atom feeds to list posts, fetch content, get …
|
C 61 5⁄5 | ||||||||
| 12498 |
An MCP server that integrates AI assistants like Claude with GitLab's merge req…
|
C 61 5⁄5 | ||||||||
| 12499 |
Quack MCP Server
Claim
An intelligent continuous integration server that provides automated Python cod…
|
C 61 5⁄5 | ||||||||
| 12500 |
A Model Context Protocol server that enables AI agents to interact with a local…
|
C 61 5⁄4 | ||||||||