MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 6 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 6251 |
Enables systematic document organization with PDF-to-Markdown conversion, intel…
|
B 72 5⁄4 | ||||||||
| 6252 |
SSH server management with zero-token SFTP file transfer and SOCKS proxy support
|
B 72 4⁄4 | ||||||||
| 6253 |
Giving Claude ability to run code with E2B via MCP (Model Context Protocol)
|
B 72 5⁄4 | ||||||||
| 6254 |
Provides semantic search and data retrieval capabilities over a knowledge base …
|
B 72 5⁄5 | ||||||||
| 6255 |
Enables automatic discovery and fast searching of translation files in projects…
|
B 72 5⁄4 | ||||||||
| 6256 |
Reddit MCP Server
Claim
Enables interaction with Reddit through a comprehensive API interface supportin…
|
B 72 5⁄5 | ||||||||
| 6257 |
Enables AI assistants to store and retrieve persistent memories with a web mana…
|
B 72 5⁄4 | ||||||||
| 6258 |
Converts Markdown files and standalone Mermaid diagrams into high-quality PDF o…
|
B 72 5⁄5 | ||||||||
| 6259 |
Bun Novel Processor MCP
Claim
A Bun-based MCP server designed for processing and segmenting long-form novel t…
|
B 72 4⁄4 | ||||||||
| 6260 |
Provides comprehensive TRPG dice rolling functionality including standard notat…
|
B 72 5⁄5 | ||||||||
| 6261 |
MCP Server for Oracle
Claim
Enables secure access to Oracle databases with fine-grained access control, sup…
|
B 72 5⁄5 | ||||||||
| 6262 |
Enables interaction with Microsoft Bookings through the Microsoft Graph API to …
|
B 72 5⁄5 | ||||||||
| 6263 |
This server provides a minimal template for creating AI assistant tools using t…
|
B 72 5⁄4 | ||||||||
| 6264 |
Solana AI Terminal
Claim
Enables AI agents to interact with the Solana blockchain network, supporting do…
|
B 72 5⁄5 | ||||||||
| 6265 |
Provides a therapeutic interface for LLMs to receive emotional validation and p…
|
B 72 5⁄5 | ||||||||
| 6266 |
A Model Context Protocol server that enables Cline to translate natural languag…
|
B 72 5⁄4 | ||||||||
| 6267 |
A simple Model Context Protocol server that provides real-time weather data to …
|
B 72 5⁄4 | ||||||||
| 6268 |
EPICS MCP Server
Claim
A Python-based server that interacts with EPICS process variables, allowing use…
|
B 72 5⁄4 | ||||||||
| 6269 |
Provides real-time weather data and forecasts for locations worldwide using the…
|
B 72 5⁄5 | ||||||||
| 6270 |
Enables AI clients to manage GitLab pipelines through natural language commands…
|
B 72 5⁄5 | ||||||||
| 6271 |
MCP AppleMusic Server
Claim
Allows controlling Apple Music on macOS through an MCP server that supports pla…
|
B 72 5⁄4 | ||||||||
| 6272 |
A Model Context Protocol enabling AI clients to interact with PowerBI Models by…
|
B 72 5⁄5 | ||||||||
| 6273 |
A demonstration TypeScript MCP server that showcases basic MCP concepts with si…
|
B 72 5⁄5 | ||||||||
| 6274 |
A Model Context Protocol server that provides file system operations, analysis,…
|
B 72 5⁄4 | ||||||||
| 6275 |
Enables schema-aware exploration of JSON data by uploading samples, flattening …
|
B 72 5⁄5 | ||||||||
| 6276 |
mcp-use-ts
Claim
mcp-use is the framework for MCP with the best DX - Build AI agents, create MCP…
|
B 72 5⁄4 | ||||||||
| 6277 |
Dropbox MCP Server
Claim
Enables interaction with Dropbox through the Model Context Protocol, providing …
|
B 72 5⁄5 | ||||||||
| 6278 |
mcp-lucene-server
Claim
mcp-lucene-server
|
B 72 5⁄5 | ||||||||
| 6279 |
TypeScript Tools MCP
Claim
A Model Context Protocol (MCP) server that provides TypeScript development tool…
|
B 72 5⁄4 | ||||||||
| 6280 |
Generates witty, citation-backed responses to health myths and misinformation w…
|
B 72 5⁄5 | ||||||||
| 6281 |
Provides tools for multi-chain DeFi operations using the Fibrous SDK, enabling …
|
B 72 5⁄5 | ||||||||
| 6282 |
Enables AI-powered journaling in Obsidian with dynamic reflection prompts gener…
|
B 72 5⁄4 | ||||||||
| 6283 |
linear-bootstrap
Claim
Bootstrap Linear projects from natural language — milestones, epics, issues, an…
|
B 72 5⁄4 | ||||||||
| 6284 |
An MCP server that provides both read-only and authenticated access to Reddit c…
|
B 72 5⁄5 | ||||||||
| 6285 |
A TypeScript-based server that converts static images into animated videos with…
|
B 72 5⁄5 | ||||||||
| 6286 |
Enables interaction with Spotify through OAuth 2.0 authentication, supporting s…
|
B 72 5⁄5 | ||||||||
| 6287 |
Provides access to the Covertlabs infostealer intelligence platform to search f…
|
B 72 5⁄5 | ||||||||
| 6288 |
Allows users to search for products, access detailed nutritional and allergen i…
|
B 72 5⁄5 | ||||||||
| 6289 |
Enables AI-powered integration with Grafana instances through 52 MCP tools for …
|
B 72 5⁄5 | ||||||||
| 6290 |
Provides travel planning tools for Cox's Bazar, Bangladesh, including weather f…
|
B 72 5⁄5 | ||||||||
| 6291 |
Enables authenticated interaction with Salesforce through OAuth Bearer token fo…
|
B 72 5⁄5 | ||||||||
| 6292 |
An MCP server implementing AI-user confirmation protocols, providing tools for …
|
B 72 5⁄5 | ||||||||
| 6293 |
MCP FishBase Server
Claim
Provides access to FishBase marine biology data including species information, …
|
B 72 5⁄5 | ||||||||
| 6294 |
An MCP server for interacting with [Bugsnag](https://www.bugsnag.com/)
|
B 72 5⁄5 | ||||||||
| 6295 |
Cognitive architecture MCP server with memory, learning, and contextual underst…
|
B 72 5⁄5 | ||||||||
| 6296 |
MCP ScreenCatch
Claim
Enables Claude Desktop to capture screenshots through an interactive region sel…
|
B 72 5⁄4 | ||||||||
| 6297 |
Enables AI agents to control RoboDK robotics simulation software, allowing them…
|
B 72 5⁄4 | ||||||||
| 6298 |
Day 5 Remote MCP Server
Claim
Enables Claude Web to interact with Google Docs through a remote HTTP-based MCP…
|
B 72 5⁄5 | ||||||||
| 6299 |
This MCP server integrates with Google Drive to allow listing, reading, and sea…
|
B 72 5⁄5 | ||||||||
| 6300 |
Angular MCP Server
Claim
Provides comprehensive access to Angular documentation with 84 topics across 15…
|
B 72 5⁄5 | ||||||||