MCP Server Quality Scores
Independent quality analysis of 33790 public MCP servers
Last updated 1 hour, 34 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16051 |
An open-source MCP server that tracks premier global AI information from source…
|
F 25 5⁄5 | ||||||||
| 16052 |
Enables AI agents to interact with Jira Cloud through the REST API, supporting …
|
F 25 6⁄6 | ||||||||
| 16053 |
Enables AI models to play the game Peggle by capturing the primary monitor's sc…
|
F 25 5⁄4 | ||||||||
| 16054 |
Enables email management through IMAP and SMTP protocols, supporting reading, s…
|
F 25 5⁄5 | ||||||||
| 16055 |
Universal SQLAlchemy-based database integration supporting PostgreSQL, MySQL, M…
|
F 25 5⁄4 | ||||||||
| 16056 |
Enables AI assistants to interact with PostgreSQL databases by executing SQL qu…
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F 25 5⁄4 | ||||||||
| 16057 |
Enables cluster-aware command execution and automatic task routing across distr…
|
F 25 5⁄5 | ||||||||
| 16058 |
A tool that enables automated browser control using Pyppeteer within the MCP fr…
|
F 25 5⁄5 | ||||||||
| 16059 |
MCP servers that provide multiple text conversion functions, including case con…
|
F 25 6⁄6 | ||||||||
| 16060 |
Enables Claude Desktop to interact with Salesforce for order management, includ…
|
F 25 5⁄5 | ||||||||
| 16061 |
A TypeScript-based Model Context Protocol server that fetches, searches, and fo…
|
F 25 5⁄5 | ||||||||
| 16062 |
Enables AI assistants to send SMS messages via Twilio through the Model Context…
|
F 25 5⁄5 | ||||||||
| 16063 |
A Model Context Protocol (MCP) server library that gives LLMs access to informa…
|
F 25 5⁄4 | ||||||||
| 16064 |
Monitors and analyzes GitHub repository activity (stars, commits, issues) with …
|
F 25 5⁄5 | ||||||||
| 16065 |
Your AI finds the right people for you. Agent-to-agent professional networking.
|
F 25 5⁄5 | ||||||||
| 16066 |
Enables chat completions using x.ai's Grok API with support for multiple Grok m…
|
F 25 5⁄5 | ||||||||
| 16067 |
Document signing for AI agents. Send markdown or PDF for two-party e-signing wi…
|
F 25 5⁄5 | ||||||||
| 16068 |
Search Apollo docs, specs, and best practices
|
F 25 5⁄4 | ||||||||
| 16069 |
Enables secure interaction with blockchain smart contracts across multiple chai…
|
F 25 5⁄5 | ||||||||
| 16070 |
An MCP server for the Sui blockchain that enables AI agents to manage accounts,…
|
F 25 5⁄5 | ||||||||
| 16071 |
Enables MCP agents to request human confirmation for actions via a Telegram bot…
|
F 25 5⁄5 | ||||||||
| 16072 |
Pharo Smalltalk integration enabling code evaluation, class/method introspectio…
|
F 25 5⁄4 | ||||||||
| 16073 |
ContextStream MCP server for code context, memory, search, and AI tools.
|
F 25 6⁄6 | ||||||||
| 16074 |
MEGA cloud storage CLI MCP server
|
F 25 5⁄5 | ||||||||
| 16075 |
An MCP server that connects to the Paper WebSocket API for managing canvas node…
|
F 25 5⁄5 | ||||||||
| 16076 |
Enables trading automation through Zerodha Kite Connect API, allowing users to …
|
F 25 5⁄5 | ||||||||
| 16077 |
Collective intelligence for AI shopping agents — product intel, deals, and more
|
F 25 6⁄6 | ||||||||
| 16078 |
Agent-optimized MCP server for Kit.com email marketing. 13 composite tools, 100…
|
F 25 5⁄4 | ||||||||
| 16079 |
An MCP server that allows Claude models to use Union tasks, workflows, and apps…
|
F 25 5⁄4 | ||||||||
| 16080 |
A Model Context Protocol (MCP) server that converts natural language queries in…
|
F 25 5⁄5 | ||||||||
| 16081 |
22 tools: search 15+ marketplaces, verify licenses, childcare costs, FCC, GSA a…
|
F 25 5⁄5 | ||||||||
| 16082 |
Production engineering standards for AI coding assistants. Setup once, remove w…
|
F 25 5⁄5 | ||||||||
| 16083 |
Universal blockchain MCP - swaps bridges staking lending Ethereum Arbitrum
|
F 25 5⁄4 | ||||||||
| 16084 |
An MCP server for Apify's open-source RAG Web Browser Actor to perform web sear…
|
F 25 5⁄5 | ||||||||
| 16085 |
Provides screenshot and OCR capabilities for macOS.
|
F 25 5⁄4 | ||||||||
| 16086 |
A server providing tools for querying and analyzing Teradata databases, includi…
|
F 25 5⁄5 | ||||||||
| 16087 |
A comprehensive MCP server aggregating 20+ tools including SEO optimization, do…
|
F 25 5⁄5 | ||||||||
| 16088 |
AI image generation & editing MCP server with 1,500+ curated prompt library, sm…
|
F 25 5⁄5 | ||||||||
| 16089 |
Local MCP server for generating image assets with Google Gemini (Nano Banana 2 …
|
F 25 5⁄4 | ||||||||
| 16090 |
Gives AI coding tools access to the CSS cascade the way DevTools does — which r…
|
F 25 5⁄4 | ||||||||
| 16091 |
An MCP server that tracks newly created liquidity pools on Uniswap across multi…
|
F 25 5⁄5 | ||||||||
| 16092 |
Inter-agent communication for multi-agent Claude Code workflows.
|
F 25 6⁄6 | ||||||||
| 16093 |
A Model Context Protocol server that enables users to query, retrieve details, …
|
F 25 5⁄5 | ||||||||
| 16094 |
ComputerVision-based 🪄 sorcery of image recognition and editing tools for AI as…
|
F 25 5⁄4 | ||||||||
| 16095 |
A MCP server that provides gene set enrichment analysis using the Enrichr API
|
F 25 5⁄5 | ||||||||
| 16096 |
Personal nutrition tracking — log meals, track macros, and review history throu…
|
F 25 6⁄6 | ||||||||
| 16097 |
An MCP server that converts Markdown text to DOCX format using an external conv…
|
F 25 5⁄5 | ||||||||
| 16098 |
Lightning-paid Nostr signing MCP server. AI agents pay sats per call to sign an…
|
F 25 6⁄6 | ||||||||
| 16099 |
Enables secure cloud-based execution of code across 14+ programming languages w…
|
F 25 5⁄5 | ||||||||
| 16100 |
MCP server for the Nutrient DWS Processor API. Convert, merge, redact, sign, OC…
|
F 25 5⁄5 | ||||||||