MCP Server Quality Scores
Independent quality analysis of 48850 public MCP servers
Last updated 1 hour, 50 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20601 |
MCP Telegram
Claim
Telegram MTProto-based MCP server with 19 tools for reading, searching, sending…
|
B 74 3⁄3 | ||||||||
| 20602 |
Give Claude (and any MCP client) real agent access to your Obsidian vault — gra…
|
B 74 3⁄3 | ||||||||
| 20603 |
Provides Claude with a persistent local memory and structured knowledge graph t…
|
B 74 3⁄3 | ||||||||
| 20604 |
Personal finance calculators — mortgage payments, compound interest, FIRE retir…
|
B 74 3⁄3 | ||||||||
| 20605 |
iMessage MCP Server
Claim
Enables Claude to send and read iMessages on macOS, with smart contact lookup, …
|
B 74 4⁄3 | ||||||||
| 20606 |
Enables AI clients to seamlessly take HubSpot actions and interact with HubSpot…
|
B 74 4⁄4 | ||||||||
| 20607 |
Enables Claude and other MCP clients to manage Instapaper accounts by reading, …
|
B 74 4⁄4 | ||||||||
| 20608 |
Historical stock chart pattern intelligence for AI agents. 24M pre-computed emb…
|
B 74 3⁄3 | ||||||||
| 20609 |
Zero-cost MCP server for local code inspection and best-practice recommendations
|
B 74 3⁄3 | ||||||||
| 20610 |
A local MCP server that provides LLM clients with read/write access to email an…
|
B 74 3⁄3 | ||||||||
| 20611 |
An MCP server for Keycloak Admin REST API, enabling user, group, event, and sec…
|
B 74 3⁄3 | ||||||||
| 20612 |
Make 3D games in Unity Engine with AI. MCP Server + Plugin for Unity Editor and…
|
B 74 4⁄3 | ||||||||
| 20613 |
Tells you how you and your Claude agent actually work together. Local-only, no …
|
B 74 3⁄3 | ||||||||
| 20614 |
MCP server for Trello boards with rate limiting, type safety, and comprehensive…
|
B 74 4⁄3 | ||||||||
| 20615 |
An MCP server that exposes RS232 serial port connectivity
|
B 74 3⁄3 | ||||||||
| 20616 |
Search, read, and discover thousands of visual aesthetics (cottagecore, dark ac…
|
B 74 3⁄3 | ||||||||
| 20617 |
agentic-memory
Claim
Persistent cognitive graph memory for AI agents — facts, decisions, reasoning c…
|
B 74 4⁄3 | ||||||||
| 20618 |
Enables AI assistants to control Discord servers with 93 tools for server manag…
|
B 74 4⁄4 | ||||||||
| 20619 |
Enables conversion of Markdown content into PowerPoint presentations using pand…
|
B 74 4⁄4 | ||||||||
| 20620 |
A Model Context Protocol (MCP) server for exploring, analyzing, and decompiling…
|
B 74 3⁄3 | ||||||||
| 20621 |
Gives Claude Desktop read-only access to your WhatsApp chats and message histor…
|
B 74 3⁄3 | ||||||||
| 20622 |
Enables AI agents to create, edit, and run Godot 4.5+ games by providing tools …
|
B 74 3⁄3 | ||||||||
| 20623 |
IBM i MCP Server
Claim
Enables AI assistants to interact with IBM i systems through SQL tools and auth…
|
B 74 4⁄4 | ||||||||
| 20624 |
On-device AI agent engine for mobile apps — embedded Node.js worker with Claude…
|
B 74 4⁄3 | ||||||||
| 20625 |
Enables AI assistants to interact with Mealie for recipe management, meal plann…
|
B 74 4⁄4 | ||||||||
| 20626 |
LionScraper Python: MCP stdio + CLI + HTTP API bridging AI to LionScraper brows…
|
B 74 3⁄3 | ||||||||
| 20627 |
Enables AI agents to generate, manipulate, and perform algorithmic music using …
|
B 74 4⁄3 | ||||||||
| 20628 |
Web scraper and token compressor that converts HTML to clean markdown with 70-8…
|
B 74 3⁄3 | ||||||||
| 20629 |
Official Vugola MCP server - AI video clipping and multi-platform post scheduli…
|
B 74 3⁄3 | ||||||||
| 20630 |
PyNet Bridge MCP implementation to connect IAs with PyNet Platform.
|
B 74 3⁄3 | ||||||||
| 20631 |
The memory operations platform for production AI agents — eval-weighted recall,…
|
B 74 3⁄3 | ||||||||
| 20632 |
Debug and analyze Nanostores apps with AI: scan stores, monitor runtime events,…
|
B 74 3⁄3 | ||||||||
| 20633 |
A Model Context Protocol server that enables interaction with Borrow Automated …
|
B 74 4⁄4 | ||||||||
| 20634 |
|
B 74 3⁄3 | ||||||||
| 20635 |
Supabase MCP Server with support for SQL query execution and database explorati…
|
B 74 4⁄3 | ||||||||
| 20636 |
A Model Context Protocol server that integrates TAK Server with AI systems, pro…
|
B 74 4⁄4 | ||||||||
| 20637 |
An MCP server that enables users to manage their Amazon Alexa shopping lists di…
|
B 74 3⁄3 | ||||||||
| 20638 |
A Python MCP server that calculates French income tax using the official DGFiP …
|
B 74 3⁄3 | ||||||||
| 20639 |
Official MCP server for InfluxDB 3 Core/Enterprise/Cloud Dedicated
|
B 74 4⁄4 | ||||||||
| 20640 |
MCP server for UI5 Web Components for React - Developer documentation and API a…
|
B 74 3⁄3 | ||||||||
| 20641 |
Enables hotel search, booking, reservation management, and rewards tracking for…
|
B 74 3⁄3 | ||||||||
| 20642 |
Enables interaction with the BoldSign e-signature platform through its API. Sup…
|
B 74 4⁄4 | ||||||||
| 20643 |
MCP server for the Hetzner Cloud API. Manage servers, networks, volumes, firewa…
|
B 74 4⁄3 | ||||||||
| 20644 |
AI-powered exploratory QA agent. Explores web apps like a real user — 18 MCP to…
|
B 74 3⁄3 | ||||||||
| 20645 |
KiCAD-MCP-Server
|
B 74 4⁄3 | ||||||||
| 20646 |
A bridge server that converts stdio protocol to streamable-http protocol, allow…
|
B 74 4⁄4 | ||||||||
| 20647 |
MCP server for natural language interaction with Power BI datasets
|
B 74 4⁄4 | ||||||||
| 20648 |
Hybrid semantic + keyword memory across all your projects. Works with Cursor, C…
|
B 74 3⁄3 | ||||||||
| 20649 |
Commercial real estate deal search, comp lookup, and scoring for the Northeast …
|
B 74 3⁄3 | ||||||||
| 20650 |
A minimal MCP server providing basic calculator operations (add, echo) and Andr…
|
B 74 4⁄3 | ||||||||