MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 2 hours, 25 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 4651 |
mbta-mpc-server
Claim
mbta-mpc-server
|
B 74 5⁄5 | ||||||||
| 4652 |
提取抖音无水印视频链接,视频文案,douyin-mcp-server,mcp,claude skill,支持龙虾
|
B 74 5⁄5 | ||||||||
| 4653 |
Converts URLs into scannable QR codes with customizable options like error corr…
|
B 74 5⁄5 | ||||||||
| 4654 |
Enables searching and querying clinical trials from ClinicalTrials.gov with int…
|
B 74 5⁄5 | ||||||||
| 4655 |
Provides Stackpress framework context and documentation to AI utilities like Cl…
|
B 74 5⁄4 | ||||||||
| 4656 |
A standardized testing harness for MCP servers and agent workflows
|
B 74 4⁄4 | ||||||||
| 4657 |
GraphQL MCP Server that acts as a bridge allowing MCP clients (like Cursor or C…
|
B 74 5⁄5 | ||||||||
| 4658 |
Enables debugging and automation of native Electron applications on macOS throu…
|
B 74 5⁄4 | ||||||||
| 4659 |
Enables AI assistants to query PostgreSQL databases, inspect schemas, and retri…
|
B 74 5⁄5 | ||||||||
| 4660 |
Enables AI assistants to interact with Saleor Commerce instances to fetch data …
|
B 74 5⁄5 | ||||||||
| 4661 |
Qdrant MCP Server
Claim
Enables semantic code search across codebases using Qdrant vector database and …
|
B 74 5⁄5 | ||||||||
| 4662 |
A starter MCP server that provides a calculator tool for performing basic arith…
|
B 74 5⁄4 | ||||||||
| 4663 |
Provides semantic search capability over Obsidian vaults and exposes recent not…
|
B 74 5⁄4 | ||||||||
| 4664 |
Capture and resurface knowledge - search nodes, quick capture, manage resurfaci…
|
B 74 5⁄4 | ||||||||
| 4665 |
Enables the generation, mutation, and evolution of DNA and protein sequences us…
|
B 74 5⁄5 | ||||||||
| 4666 |
Enables LLMs to interact with MediaWiki installations as a bot user, supporting…
|
B 74 5⁄5 | ||||||||
| 4667 |
Provides browser automation capabilities for LLMs using Playwright's accessibil…
|
B 74 5⁄5 | ||||||||
| 4668 |
Enables seamless task synchronization between Kiro IDE and the Cirvoy project m…
|
B 74 5⁄4 | ||||||||
| 4669 |
Enables users to interact with container registries through the ORAS CLI, provi…
|
B 74 5⁄5 | ||||||||
| 4670 |
Provides AI assistants with comprehensive access to Motion.dev animation librar…
|
B 74 5⁄5 | ||||||||
| 4671 |
Provides document reranking capabilities via the ZeroEntropy Zerank API, allowi…
|
B 74 5⁄5 | ||||||||
| 4672 |
stripe-analytics
Claim
Stripe analytics — revenue, customers, subscriptions, refunds, churn from Claud…
|
B 74 5⁄4 | ||||||||
| 4673 |
Allows the use of Kagi's API for web searching and content enrichment through m…
|
B 74 5⁄5 | ||||||||
| 4674 |
🔍 MCP server that lets you search and access Svelte documentation with built-in…
|
B 74 5⁄5 | ||||||||
| 4675 |
Enables cross-window context sharing in VS Code by persisting Copilot conversat…
|
B 74 5⁄4 | ||||||||
| 4676 |
MCP server that exposes Google's Veo2 video generation capabilities, allowing c…
|
B 74 5⁄5 | ||||||||
| 4677 |
Converts various file types (PDF, images, audio, DOCX, XLSX, PPTX) and web cont…
|
B 74 5⁄5 | ||||||||
| 4678 |
Enables Claude to generate executable test cases from decision tables in CSV, J…
|
B 74 5⁄5 | ||||||||
| 4679 |
Provides comprehensive financial market data and news through the Finnhub API. …
|
B 74 5⁄5 | ||||||||
| 4680 |
Provides AI assistants with comprehensive access to Islamic resources including…
|
B 74 5⁄5 | ||||||||
| 4681 |
Provides secure filesystem access for AI models through the Model Context Proto…
|
B 74 5⁄5 | ||||||||
| 4682 |
A server that analyzes website performance using Playwright and Lighthouse, all…
|
B 74 5⁄4 | ||||||||
| 4683 |
Allows the AI to read from your Bear Notes (macOS only)
|
B 74 5⁄4 | ||||||||
| 4684 |
Minecraft MCP Server
Claim
A Minecraft bot that allows Claude and other LLMs to control a Minecraft charac…
|
B 74 5⁄4 | ||||||||
| 4685 |
rust-research-mcp
Claim
An MCP server for academic research that enables paper search across 14 sources…
|
B 74 5⁄4 | ||||||||
| 4686 |
Distributed search and indexing MCP — full-text search, semantic queries, struc…
|
B 74 5⁄4 | ||||||||
| 4687 |
An MCP server allowing Clients to interact with Xero Accounting Software
|
B 74 5⁄4 | ||||||||
| 4688 |
Docker MCP Server
Claim
Enables natural language management of Docker containers, images, networks, and…
|
B 74 5⁄5 | ||||||||
| 4689 |
Connects Obsidian vaults to AI assistants with 121 tools for automated note cre…
|
B 74 5⁄5 | ||||||||
| 4690 |
Enables interaction with Momento Cache to manage cache entries and perform admi…
|
B 74 5⁄5 | ||||||||
| 4691 |
MCP server for timezone conversions and time queries with support for IANA time…
|
B 74 5⁄5 | ||||||||
| 4692 |
Allows AI models to observe and interact with the Minecraft world through a bot.
|
B 74 5⁄4 | ||||||||
| 4693 |
Enables comprehensive DNS operations including lookups for various record types…
|
B 74 5⁄5 | ||||||||
| 4694 |
|
B 74 5⁄5 | ||||||||
| 4695 |
Provides secure filesystem operations, HTTP fetching with SSRF protection, JSON…
|
B 74 5⁄5 | ||||||||
| 4696 |
Enables enterprise-level integration with Jira's REST API for AI assistants to …
|
B 74 5⁄5 | ||||||||
| 4697 |
Enables LLMs to interact with Feishu Base (Lark) databases by providing compreh…
|
B 74 5⁄5 | ||||||||
| 4698 |
Enables searching, retrieving, and managing files in Google Drive using a servi…
|
B 74 5⁄5 | ||||||||
| 4699 |
Solana blockchain data for AI agents — wallet balances, token prices, DeFi yiel…
|
B 74 4⁄4 | ||||||||
| 4700 |
EUR settlement for AI agents via x402 protocol. Market data, AI tools, crypto a…
|
B 74 5⁄5 | ||||||||