MCP Server Quality Scores
Independent quality analysis of 66415 public MCP servers
Last updated 43 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 4551 |
Enables AI assistants to control and automate your Chrome browser directly, lev…
|
B 74 5⁄4 | ||||||||
| 4552 |
Xcode integration for project management, file operations, and build automation
|
B 74 5⁄4 | ||||||||
| 4553 |
Structured session journals for AI agents. Persistent memory across sessions.
|
B 74 5⁄5 | ||||||||
| 4554 |
An MCP server implementation that enables interaction with the Letta API for ma…
|
B 74 5⁄5 | ||||||||
| 4555 |
MCP server for profiling Java applications via JDK utilities (jcmd, jfr, jps). …
|
B 74 5⁄4 | ||||||||
| 4556 |
An unofficial MCP server for Perplexity AI that leverages Pro subscriptions and…
|
B 74 5⁄5 | ||||||||
| 4557 |
Enables comprehensive analysis of Apache Spark event logs from S3, HTTP, or loc…
|
B 74 5⁄5 | ||||||||
| 4558 |
MCP server + command line tool that allows agents to see & control long-running…
|
B 74 5⁄4 | ||||||||
| 4559 |
A Model Context Protocol server that provides tools for analyzing text document…
|
B 74 5⁄5 | ||||||||
| 4560 |
Provides powerful text search capabilities using the grep command-line utility,…
|
B 74 5⁄5 | ||||||||
| 4561 |
Enables direct interaction with YApi API management platforms from AI editors l…
|
B 74 5⁄4 | ||||||||
| 4562 |
Integrates with Google Tasks to enable searching, listing, creating, and managi…
|
B 74 5⁄5 | ||||||||
| 4563 |
Retrieve transcripts and subtitles from YouTube videos effortlessly. Analyze co…
|
B 74 5⁄5 | ||||||||
| 4564 |
|
B 74 5⁄5 | ||||||||
| 4565 |
Provides document reranking capabilities via the ZeroEntropy Zerank API, allowi…
|
B 74 5⁄5 | ||||||||
| 4566 |
Expose all Home Assistant voice intents through a Model Context Protocol Server…
|
B 74 5⁄4 | ||||||||
| 4567 |
Enables interaction with Cadence Virtuoso schematics to inspect hierarchies, ne…
|
B 74 5⁄4 | ||||||||
| 4568 |
Enables AI assistants to interact with native Apple applications including Mess…
|
B 74 5⁄4 | ||||||||
| 4569 |
Google Photos MCP Server
Claim
Enables AI assistants to search, browse, and retrieve metadata and images from …
|
B 74 5⁄5 | ||||||||
| 4570 |
Provides comprehensive financial market data and news through the Finnhub API. …
|
B 74 5⁄5 | ||||||||
| 4571 |
Outcome-based persistent memory for AI coding tools. Memories that help get pro…
|
B 74 5⁄4 | ||||||||
| 4572 |
A comprehensive personal productivity server that manages projects, todos, cale…
|
B 74 5⁄5 | ||||||||
| 4573 |
Model Context Protocol server for accessing Reactome pathway and systems biolog…
|
B 74 5⁄5 | ||||||||
| 4574 |
Enables searching and querying clinical trials from ClinicalTrials.gov with int…
|
B 74 5⁄5 | ||||||||
| 4575 |
Enables interaction with Google Chrome tabs through the MCP protocol, allowing …
|
B 74 5⁄4 | ||||||||
| 4576 |
Connects AI assistants to your Limitless AI lifelog data, enabling them to sear…
|
B 74 5⁄5 | ||||||||
| 4577 |
Provides access to Jina AI's web services including webpage content extraction,…
|
B 74 5⁄5 | ||||||||
| 4578 |
An MCP server that provides 33 tools for full DEVONthink integration, enabling …
|
B 74 5⁄4 | ||||||||
| 4579 |
A comprehensive MCP server that enables AI to interact with all 68 functions of…
|
B 74 5⁄5 | ||||||||
| 4580 |
Connects AI assistants (Claude, Cursor, etc.) directly to the HiveFlow automati…
|
B 74 5⁄5 | ||||||||
| 4581 |
Generates professional PowerPoint presentations from Markdown with support for …
|
B 74 5⁄4 | ||||||||
| 4582 |
AI image generation and editing with Google Gemini. Structured JSON editing.
|
B 74 4⁄4 | ||||||||
| 4583 |
Enables AI systems like Claude and Cursor to directly manage Railway projects, …
|
B 74 5⁄5 | ||||||||
| 4584 |
Connects Obsidian vaults to AI assistants with 121 tools for automated note cre…
|
B 74 5⁄5 | ||||||||
| 4585 |
Capture and resurface knowledge - search nodes, quick capture, manage resurfaci…
|
B 74 5⁄4 | ||||||||
| 4586 |
Enables seamless task synchronization between Kiro IDE and the Cirvoy project m…
|
B 74 5⁄4 | ||||||||
| 4587 |
This MCP server provides unified diffs of two text inputs using Python's standa…
|
B 74 5⁄4 | ||||||||
| 4588 |
An MCP server to provide AI agents money functionalities via Nostr and Cashu.
|
B 74 5⁄5 | ||||||||
| 4589 |
Enables AI models to interact with Freshservice IT service management platform,…
|
B 74 5⁄5 | ||||||||
| 4590 |
A comprehensive Model Context Protocol (MCP) server for accessing the STRING pr…
|
B 74 5⁄5 | ||||||||
| 4591 |
Model Context Protocol server for ActivityWatch time tracking data
|
B 74 5⁄4 | ||||||||
| 4592 |
Emulates Claude Skills with any LLM via MCP, enabling agents to use modular ski…
|
B 74 5⁄4 | ||||||||
| 4593 |
A comprehensive Model Context Protocol (MCP) server that provides access to the…
|
B 74 5⁄5 | ||||||||
| 4594 |
Provides access to Fantasy NBA Israel League statistics including team rankings…
|
B 74 5⁄5 | ||||||||
| 4595 |
Connects Claude to Todoist to intelligently parse meeting notes into actionable…
|
B 74 5⁄5 | ||||||||
| 4596 |
MCP server for querying Polymarket prediction market data via The Graph subgrap…
|
B 74 5⁄4 | ||||||||
| 4597 |
Enables LLMs to interact with MediaWiki installations as a bot user, supporting…
|
B 74 5⁄5 | ||||||||
| 4598 |
A composition-focused server built on music21 for generative music workflows, e…
|
B 74 5⁄5 | ||||||||
| 4599 |
A server that integrates with AI-powered code editors to provide immediate answ…
|
B 74 5⁄5 | ||||||||
| 4600 |
PubCrawl provides LLMs with access to PubMed, FDA/UK drug labeling, and Clinica…
|
B 74 5⁄5 | ||||||||