MCP Server Quality Scores
Independent quality analysis of 59221 public MCP servers
Last updated 55 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 4551 |
CognOS trust scoring (C=p·(1-Ue-Ua)) and session trace storage as MCP tools.
|
B 74 5⁄4 | ||||||||
| 4552 |
Integrates AI assistants with Slack workspaces using OAuth 2.0 authenticated us…
|
B 74 5⁄5 | ||||||||
| 4553 |
A framework for building and querying temporally-aware knowledge graphs that al…
|
B 74 5⁄5 | ||||||||
| 4554 |
Connects Obsidian vaults to AI assistants with 121 tools for automated note cre…
|
B 74 5⁄5 | ||||||||
| 4555 |
MCP Integration Server
Claim
Enables agents to interact with Salesforce, Atlassian (Jira/Confluence), and Su…
|
B 74 5⁄5 | ||||||||
| 4556 |
Enables interaction with Tiptap collaborative document services through compreh…
|
B 74 5⁄5 | ||||||||
| 4557 |
Talk to your Mixpanel analytics events data seamlessly! Query retention number,…
|
B 74 5⁄5 | ||||||||
| 4558 |
MCP server for the DeepGHS anime AI ecosystem. Dataset discovery, tag search, c…
|
B 74 5⁄5 | ||||||||
| 4559 |
Generates professional Draw.io compatible diagrams (flowcharts, sequence diagra…
|
B 74 5⁄4 | ||||||||
| 4560 |
Enables LLMs to interact with Hyperfabric infrastructure management APIs, provi…
|
B 74 5⁄5 | ||||||||
| 4561 |
Integrates with Google Tasks to enable searching, listing, creating, and managi…
|
B 74 5⁄5 | ||||||||
| 4562 |
Exposes the codetoprompt library to LLM agents for generating comprehensive pro…
|
B 74 5⁄4 | ||||||||
| 4563 |
|
B 74 5⁄4 | ||||||||
| 4564 |
This is a code to an MCP server which enables students to sync their exams and …
|
B 74 5⁄4 | ||||||||
| 4565 |
Provides persistent memory capabilities for Claude Code using Neo4j graph datab…
|
B 74 5⁄5 | ||||||||
| 4566 |
Connects AI agents to the Rippling HR/IT/Finance platform to query employees, m…
|
B 74 5⁄5 | ||||||||
| 4567 |
Textin MCP Server
Claim
A server that enables OCR capabilities to recognize text from images, PDFs, and…
|
B 74 5⁄5 | ||||||||
| 4568 |
Solana Dev Essentials
Claim
Search Solana documentation to quickly find concepts, guides, and examples. Ins…
|
B 74 5⁄4 | ||||||||
| 4569 |
Buttondown MCP Server
Claim
Enables AI and LLM systems to interact with the Buttondown newsletter service, …
|
B 74 5⁄5 | ||||||||
| 4570 |
Todo MCP Server
Claim
Enables Claude to manage todo lists with full CRUD operations including creatin…
|
B 74 5⁄4 | ||||||||
| 4571 |
An MCP server that integrates with Recraft AI to enable generation and manipula…
|
B 74 5⁄5 | ||||||||
| 4572 |
Provides read and write access to Airtable databases, enabling LLMs to inspect …
|
B 74 5⁄5 | ||||||||
| 4573 |
Play interactive chess games through conversation with move validation, Stockfi…
|
B 74 5⁄4 | ||||||||
| 4574 |
A Model Context Protocol server that enables AI-powered image generation throug…
|
B 74 5⁄5 | ||||||||
| 4575 |
Enables storing and querying memories in a Neo4j knowledge graph with automatic…
|
B 74 5⁄5 | ||||||||
| 4576 |
A comprehensive Model Context Protocol (MCP) server that provides access to ove…
|
B 74 5⁄5 | ||||||||
| 4577 |
FM8 MCP Server
Claim
Enables AI assistants to control Native Instruments FM8 synthesizer parameters …
|
B 74 5⁄4 | ||||||||
| 4578 |
Enables AI assistants to interact with Argo CD applications through natural lan…
|
B 74 5⁄5 | ||||||||
| 4579 |
An unofficial MCP server for Perplexity AI that leverages Pro subscriptions and…
|
B 74 5⁄5 | ||||||||
| 4580 |
MCP server for querying Polymarket prediction market data via The Graph subgrap…
|
B 74 5⁄4 | ||||||||
| 4581 |
A Model Context Protocol server implementation that allows AI agents to manage …
|
B 74 5⁄5 | ||||||||
| 4582 |
Provides access to event data from the Eventfinda API, allowing AI agents to se…
|
B 74 5⁄4 | ||||||||
| 4583 |
MCP server exposing Umami analytics (Cloud + self-hosted)
|
B 74 5⁄4 | ||||||||
| 4584 |
A Model Context Protocol server that converts Markdown content to HTML format.
|
B 74 5⁄5 | ||||||||
| 4585 |
An MCP server that provides tools for intelligently querying, analyzing, and re…
|
B 74 6⁄6 | ||||||||
| 4586 |
Provides comprehensive access to Portuguese weather data from IPMA, including f…
|
B 74 5⁄5 | ||||||||
| 4587 |
Provides document reranking capabilities via the ZeroEntropy Zerank API, allowi…
|
B 74 5⁄5 | ||||||||
| 4588 |
A TypeScript-based template for building Model Context Protocol servers, featur…
|
B 74 5⁄4 | ||||||||
| 4589 |
MCP server for Spotify - let AI agents control playback, search music, and mana…
|
B 74 5⁄4 | ||||||||
| 4590 |
Arcjet
Claim
An MCP server for Arcjet - the runtime security platform that ships with your A…
|
B 74 5⁄5 | ||||||||
| 4591 |
Expose all Home Assistant voice intents through a Model Context Protocol Server…
|
B 74 5⁄4 | ||||||||
| 4592 |
Connects AI coding assistants to the Jules API for autonomous coding sessions. …
|
B 74 5⁄5 | ||||||||
| 4593 |
Provides AI assistants with access to Vega-Lite documentation, visualization ex…
|
B 74 5⁄5 | ||||||||
| 4594 |
Enables AI-powered Path of Exile 2 character optimization through natural langu…
|
B 74 5⁄5 | ||||||||
| 4595 |
Secret and credential management MCP — securely store, retrieve, manage API key…
|
B 74 5⁄4 | ||||||||
| 4596 |
Enables secure file and bucket management operations with Supabase Storage thro…
|
B 74 5⁄5 | ||||||||
| 4597 |
Enables LLMs to interact with Feishu Base (Lark) databases by providing compreh…
|
B 74 5⁄5 | ||||||||
| 4598 |
Enables intelligent RSS feed management and analysis through Inoreader integrat…
|
B 74 5⁄5 | ||||||||
| 4599 |
A MCP server connecting to managed indexes on LlamaCloud
|
B 74 5⁄4 | ||||||||
| 4600 |
Enables interaction with Momento Cache to manage cache entries and perform admi…
|
B 74 5⁄5 | ||||||||