MCP Server Quality Scores
Independent quality analysis of 59385 public MCP servers
Last updated 1 hour, 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 3551 |
Enables users to search for job opportunities in Singapore through the MyCareer…
|
B 76 5⁄5 | ||||||||
| 3552 |
Enables AI assistants to interact with DDEV local development environments by q…
|
B 76 5⁄4 | ||||||||
| 3553 |
Provides GitHub data analysis for repositories, developers, and organizations, …
|
B 76 5⁄5 | ||||||||
| 3554 |
Enables users to analyze AWS costs, track spending trends, and detect anomalies…
|
B 76 5⁄5 | ||||||||
| 3555 |
MCP App that renders 2D molecular structures from SMILES using RDKit.js
|
B 76 5⁄4 | ||||||||
| 3556 |
A Model Context Protocol server that enables AI applications to interact with D…
|
B 76 5⁄5 | ||||||||
| 3557 |
MCP Armor continuously secures and monitors Model Context Protocol operations t…
|
B 76 4⁄4 | ||||||||
| 3558 |
Multi-LLM deliberation with anonymized peer review. Runs a 3-stage council: par…
|
B 76 5⁄4 | ||||||||
| 3559 |
Enables Claude Desktop to download files from web URLs with automatic browser f…
|
B 76 5⁄4 | ||||||||
| 3560 |
Enables AI agents to interact with Android devices through UI manipulation, scr…
|
B 76 5⁄5 | ||||||||
| 3561 |
🎬 The FIRST MCP server for Kling AI video generation! Generate stunning AI vide…
|
B 76 5⁄5 | ||||||||
| 3562 |
Searchable access to GitLab documentation from multiple repositories with full-…
|
B 76 5⁄5 | ||||||||
| 3563 |
MCP server to interact with LogSeq via its Local HTTP API - enabling AI assista…
|
B 76 5⁄4 | ||||||||
| 3564 |
Enables AI assistants to download images from URLs and perform basic image opti…
|
B 76 5⁄4 | ||||||||
| 3565 |
MCP server for AI image generation and editing with automatic prompt optimizati…
|
B 76 5⁄5 | ||||||||
| 3566 |
Validates Mermaid diagram syntax and provides comprehensive grammar checking ca…
|
B 76 5⁄5 | ||||||||
| 3567 |
Enables AI agents to securely read and extract information from PDF files inclu…
|
B 76 5⁄5 | ||||||||
| 3568 |
This MCP server allows users to create, manage, and serve web applications thro…
|
B 76 5⁄5 | ||||||||
| 3569 |
Integrates xAI's Grok APIs into Claude Code to enable image and video generatio…
|
B 76 5⁄5 | ||||||||
| 3570 |
MCP server for Dash, the macOS API documentation browser. Search 200+ docsets.
|
B 76 5⁄4 | ||||||||
| 3571 |
A Model Context Protocol (MCP) server that automates generating LinkedIn post d…
|
B 76 5⁄5 | ||||||||
| 3572 |
Exposes Gemini CLI's built-in tools and external MCP proxies through a unified …
|
B 76 5⁄5 | ||||||||
| 3573 |
Enables AI agents to explore, search, and reference code implementation details…
|
B 76 5⁄4 | ||||||||
| 3574 |
Enables comprehensive security scanning of code repositories to detect secrets,…
|
B 76 5⁄4 | ||||||||
| 3575 |
Interact with Apple's App Store Connect API
|
B 76 5⁄4 | ||||||||
| 3576 |
Enables comprehensive translation management through POEditor's API with projec…
|
B 76 5⁄5 | ||||||||
| 3577 |
partle-mcp
Claim
Search products and stores in nearby physical stores. Find what you need locall…
|
B 76 5⁄5 | ||||||||
| 3578 |
An MCP server that integrates with the Tweek API to manage calendars, tasks, an…
|
B 76 5⁄5 | ||||||||
| 3579 |
A basic example MCP server deployed as a Netlify serverless function using Expr…
|
B 76 6⁄6 | ||||||||
| 3580 |
Deep code indexing MCP server with SQLite FTS5, tree-sitter, and embeddings. 29…
|
B 76 5⁄4 | ||||||||
| 3581 |
Enables editing and querying of Gene Ontology Causal Activity Models (GO-CAMs) …
|
B 76 5⁄5 | ||||||||
| 3582 |
|
B 76 5⁄4 | ||||||||
| 3583 |
Provides access to comprehensive U.S. economic data including GDP, personal inc…
|
B 76 5⁄5 | ||||||||
| 3584 |
Shared Memory Storage for Multi-Agent Systems
|
B 76 5⁄4 | ||||||||
| 3585 |
Generate Pix QR codes and copy-paste strings with fallback across multiple prov…
|
B 76 5⁄5 | ||||||||
| 3586 |
SSH Remote MCP Server
Claim
Enables SSH remote access to servers through Claude, allowing users to execute …
|
B 76 5⁄5 | ||||||||
| 3587 |
A Model Context Protocol server that enables AI models like Claude to control T…
|
B 76 5⁄5 | ||||||||
| 3588 |
Transform any AI agent into a domain expert by giving it access to modular, reu…
|
B 76 5⁄4 | ||||||||
| 3589 |
Facilitates two-stage reasoning processes using DeepSeek for detailed analysis …
|
B 76 5⁄5 | ||||||||
| 3590 |
MCP server to deploy apps to Cloud Run
|
B 76 5⁄5 | ||||||||
| 3591 |
Enables AI agents to create and manage MPC wallets across EVM, Solana, and Cosm…
|
B 76 5⁄5 | ||||||||
| 3592 |
Bulgarian pension fund analytics — NAV data, metrics, rankings, and benchmarks.
|
B 76 6⁄6 | ||||||||
| 3593 |
Allows Claude Code to offload AI coding tasks to Aider, reducing costs and enab…
|
B 76 5⁄4 | ||||||||
| 3594 |
Anybox MCP Server
Claim
Enables interaction with Anybox bookmark manager on macOS, allowing users to se…
|
B 76 5⁄4 | ||||||||
| 3595 |
Connects AI assistants to Lokalise translation management platform with 59 tool…
|
B 76 5⁄5 | ||||||||
| 3596 |
An MCP server built on ableton-js enables AI assistants to control Ableton Live…
|
B 76 5⁄5 | ||||||||
| 3597 |
RooCode-RAG-Lookup
Claim
Enables semantic search across documents and code repositories using RAG (Retri…
|
B 76 5⁄4 | ||||||||
| 3598 |
Enables querying the BuiltWith API to discover and analyze website technology s…
|
B 76 5⁄5 | ||||||||
| 3599 |
Enables AI agents to manage performance testing workflows on BlazeMeter's cloud…
|
B 76 5⁄4 | ||||||||
| 3600 |
MCP server for authoring, analyzing, debugging, and running Snowfakery recipes
|
B 76 5⁄5 | ||||||||