MCP Server Quality Scores
Independent quality analysis of 66402 public MCP servers
Last updated 2 hours, 12 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 1501 |
Enables AI assistants to process documents, images, audio, and video via MCP pr…
|
B 79 5⁄4 | ||||||||
| 1502 |
Task Orchestration
Claim
Task Orchestration
|
B 79 5⁄4 | ||||||||
| 1503 |
# 🔥 Firebase Crashlytics MCP Server
[ server that provides comprehensive video tools: …
|
B 79 5⁄4 | ||||||||
| 1515 |
🏎️ 🏠 This MCP Server will help you to manage projects and issues through [Plane…
|
B 79 5⁄4 | ||||||||
| 1516 |
A Model Context Protocol server that extracts embedded data (such as i18n trans…
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B 79 5⁄5 | ||||||||
| 1517 |
Web search that doesn't wreck your AI's memory.
|
B 79 4⁄4 | ||||||||
| 1518 |
Upload any file, get a tracked shareable link. DocSend for AI agents.
|
B 79 6⁄6 | ||||||||
| 1519 |
Fetches web pages from HTTP/HTTPS URLs and converts them to Markdown format. Su…
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B 79 5⁄5 | ||||||||
| 1520 |
Enables Claude to remember conversations and learn over time by storing and rec…
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B 79 5⁄4 | ||||||||
| 1521 |
Godot 4 development companion with test running (GUT/GdUnit4), API docs with 3→…
|
B 79 5⁄4 | ||||||||
| 1522 |
A comprehensive MCP server for stock analysis and trading insights, including s…
|
B 79 5⁄4 | ||||||||
| 1523 |
Git-driven MCP server that manages and provides prompt templates with Handlebar…
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B 79 5⁄5 | ||||||||
| 1524 |
Integrates Jina AI Search Foundation APIs to provide web page content extractio…
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B 79 5⁄5 | ||||||||
| 1525 |
Code Intelligence Platform for AI Coding Agents
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B 79 4⁄4 | ||||||||
| 1526 |
Enables AI agents to securely connect to and query Microsoft SQL Server databas…
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B 79 5⁄5 | ||||||||
| 1527 |
|
B 79 5⁄4 | ||||||||
| 1528 |
Universal AI bridge for Obsidian vaults using MCP. Provides safe read/write acc…
|
B 79 5⁄5 | ||||||||
| 1529 |
Access your Patreon creator data - campaigns, patrons, tiers, and posts.
|
B 79 5⁄4 | ||||||||
| 1530 |
Provides read-only access to your entire codebase while restricting AI agents t…
|
B 79 5⁄4 | ||||||||
| 1531 |
Singapore law database — PDPA, Cybersecurity Act, Computer Misuse Act with full…
|
B 79 5⁄4 | ||||||||
| 1532 |
Meting-Agent
Claim
🪐 面向 AI 的多音乐平台的 API 代理 • 网易云 • QQ音乐 • 酷狗 • 酷我 🎻 Multi-platform music API agent …
|
B 79 5⁄4 | ||||||||
| 1533 |
zenn-mcp-server
Claim
MCP server that posts to Zenn.
|
B 79 6⁄4 | ||||||||
| 1534 |
A Model Context Protocol (MCP) server for interacting with Meilisearch through …
|
B 79 5⁄5 | ||||||||
| 1535 |
Provides access to real-time data from the French Basketball Federation (FFBB),…
|
B 79 6⁄6 | ||||||||
| 1536 |
A minimal and auditable MCP server that enables local AI assistants to read and…
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B 79 5⁄5 | ||||||||
| 1537 |
String analyzer, diff, templates for AI agents
|
B 79 4⁄4 | ||||||||
| 1538 |
An MCP server featuring an interactive React UI for Garmin Connect integration.…
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B 79 5⁄4 | ||||||||
| 1539 |
Managing Keycloak identity and access management
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B 79 5⁄5 | ||||||||
| 1540 |
Persistent memory for AI assistants. Store, search, and recall across sessions.
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B 79 5⁄4 | ||||||||
| 1541 |
Enables LLMs like Claude and ChatGPT to access and manage git-backed Obsidian v…
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B 79 5⁄4 | ||||||||
| 1542 |
Provides database access capabilities to Claude with support for both SQLite an…
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B 79 5⁄5 | ||||||||
| 1543 |
Connect Claude AI to ServiceNow with 19 tools and 5 resources for incidents, CM…
|
B 79 5⁄4 | ||||||||
| 1544 |
Diagnoses, drugs & lab codes: ICD-11, SNOMED, LOINC, RxNorm, MeSH, ATC, CID-10.…
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B 79 5⁄5 | ||||||||
| 1545 |
doc-bot
Claim
Provides AI assistants with intelligent access to project documentation and API…
|
B 79 5⁄5 | ||||||||
| 1546 |
Analyzes your codebase identifying important files based on dependency relation…
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B 79 5⁄4 | ||||||||
| 1547 |
Enables AI assistants to interact with Metabase analytics platform, allowing th…
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B 79 5⁄4 | ||||||||
| 1548 |
An MCP server for the RocketCyber Managed SOC platform that provides read-only …
|
B 79 5⁄5 | ||||||||
| 1549 |
AI-powered memory dump analysis using Volatility 3 for digital forensics invest…
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B 79 5⁄4 | ||||||||
| 1550 |
forge-orchestrator
Claim
Forge Orchestrator: Multi-AI task orchestration. File locking, knowledge captur…
|
B 79 5⁄5 | ||||||||