MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 18 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16501 |
MCP server for Galaxy bioinformatics platform - connect, execute tools, and man…
|
F 25 5⁄4 | ||||||||
| 16502 |
Universal Language briefings, FusionGirl context JSONs, service catalog, agent …
|
F 25 6⁄6 | ||||||||
| 16503 |
Enables intelligent search and question-answering over PDF documents using sema…
|
F 25 5⁄4 | ||||||||
| 16504 |
RamiBot v3.8.0 is a local-first AI security operations platform integrating mul…
|
F 25 5⁄4 | ||||||||
| 16505 |
Generate images, video, and audio via 20+ AI models (Flux, GPT-Image-1, Imagen …
|
F 25 5⁄5 | ||||||||
| 16506 |
Ed25519-signed consent receipts and programmable policy engine for AI agents. S…
|
F 25 6⁄6 | ||||||||
| 16507 |
A Model Context Protocol server that enables AI assistants to interact with a c…
|
F 25 6⁄6 | ||||||||
| 16508 |
Provides LLMs with access to the DoiT API for managing cloud resources, analyzi…
|
F 25 5⁄5 | ||||||||
| 16509 |
Provides programmatic access to ingest and query Windows event logs (especially…
|
F 25 5⁄4 | ||||||||
| 16510 |
Marketplace where agents are customers
|
F 25 6⁄6 | ||||||||
| 16511 |
Enables dynamic creation and execution of custom tools/functions in multiple pr…
|
F 25 6⁄4 | ||||||||
| 16512 |
📇 ☁️ Allows AI clients to manage records and notes in Attio CRM
|
F 25 5⁄4 | ||||||||
| 16513 |
Email infrastructure for AI agents. Create inboxes on the fly, send and receive…
|
F 25 5⁄4 | ||||||||
| 16514 |
Semantic code intelligence — call graphs, dependencies, impact analysis, and te…
|
F 25 5⁄4 | ||||||||
| 16515 |
Hosted Crawleo MCP (remote streamable HTTP endpoint).
|
F 25 6⁄6 | ||||||||
| 16516 |
Save and query your agent memory in distributed way by Membase
|
F 25 6⁄6 | ||||||||
| 16517 |
Enables interaction with the Chrome Fair Trade platform to manage trading deals…
|
F 25 5⁄5 | ||||||||
| 16518 |
Enables language models to interact with Google Calendar through OAuth2 authent…
|
F 25 5⁄5 | ||||||||
| 16519 |
Persistent memory and payment safety for AI agents on Lightning. Enables agents…
|
F 25 6⁄6 | ||||||||
| 16520 |
Integrates MakeMKV with the Model Context Protocol to enable scanning, ripping,…
|
F 25 5⁄4 | ||||||||
| 16521 |
Enables collection of patent-related information from PatSnap's API for trend a…
|
F 25 5⁄5 | ||||||||
| 16522 |
Generates comprehensive and formatted release notes from GitHub repositories, e…
|
F 25 5⁄5 | ||||||||
| 16523 |
A Model Context Protocol server implementation that enables AI assistants to se…
|
F 25 5⁄4 | ||||||||
| 16524 |
Enables AI assistants to automate macOS desktop tasks including mouse control, …
|
F 25 5⁄4 | ||||||||
| 16525 |
Enables Claude Desktop to interact with Salesforce for order management, includ…
|
F 25 5⁄5 | ||||||||
| 16526 |
Converts PlantUML snippets into shareable diagrams with support for capability …
|
F 25 5⁄5 | ||||||||
| 16527 |
MCP server for Draw Things - local AI image generation on Mac
|
F 25 5⁄4 | ||||||||
| 16528 |
Provides advanced analytical, research, and natural language processing capabil…
|
F 25 5⁄5 | ||||||||
| 16529 |
A customizable Model Context Protocol server implementation that enables AI mod…
|
F 25 5⁄4 | ||||||||
| 16530 |
Enables vulnerability scanning of web applications using the xray security scan…
|
F 25 5⁄5 | ||||||||
| 16531 |
Figma MCP Bridge is a combined Figma plugin and MCP server that bypasses Figma'…
|
F 25 5⁄5 | ||||||||
| 16532 |
Manage your entire Sevalla cloud infrastructure from AI agents. Hosted remote s…
|
F 25 5⁄5 | ||||||||
| 16533 |
Access Dynatrace observability data: logs, metrics, problems, vulnerabilities v…
|
F 25 6⁄6 | ||||||||
| 16534 |
An official MCP server implementation that allows AI assistants to capture webs…
|
F 25 5⁄5 | ||||||||
| 16535 |
A bridge for the Bitburner Remote API that enables AI models to interact with t…
|
F 25 5⁄4 | ||||||||
| 16536 |
An MCP server for scheduling and executing Claude Code CLI tasks via cron expre…
|
F 25 5⁄5 | ||||||||
| 16537 |
Enables interaction with Linear resources through an MCP interface, offering fu…
|
F 25 5⁄5 | ||||||||
| 16538 |
Provides programmatic access to OpenCollective and Hetzner Cloud to automate bo…
|
F 25 5⁄5 | ||||||||
| 16539 |
Enables medical symptom guidance and disease consultation through the Zydsoft A…
|
F 25 5⁄5 | ||||||||
| 16540 |
This MCP server implements VariousPolicies according to CSA BOD 25-01 requireme…
|
F 25 5⁄5 | ||||||||
| 16541 |
One-stop aggregation service of hot trends across the entire network based on t…
|
F 25 5⁄5 | ||||||||
| 16542 |
Enables AI assistants to create and manage Cursor Cloud Agents that autonomousl…
|
F 25 5⁄5 | ||||||||
| 16543 |
A comprehensive learning project demonstrating MCP server implementation with t…
|
F 25 5⁄5 | ||||||||
| 16544 |
Enables AI coding agents to access Figma design data by fetching and simplifyin…
|
F 25 5⁄4 | ||||||||
| 16545 |
A smart commute assistant that monitors travel routes via the Amap API and send…
|
F 25 5⁄5 | ||||||||
| 16546 |
A server that provides access to Alibaba Cloud workitem descriptions through MC…
|
F 25 5⁄5 | ||||||||
| 16547 |
Official PostHog MCP Server for product analytics, feature flags, experiments, …
|
F 25 6⁄6 | ||||||||
| 16548 |
Enables AI assistants to search for pet products, manage shopping carts, and bo…
|
F 25 5⁄5 | ||||||||
| 16549 |
An MCP server that enables LLMs to interact with Moodle platforms to manage cou…
|
F 25 5⁄5 | ||||||||
| 16550 |
OSS to create Personas, Skills, Templates, Agents, and Memories to customize yo…
|
F 25 6⁄4 | ||||||||