MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 2 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 18651 |
About
MCP server for image conversion, resizing, and merging — runs locally, no…
|
B 74 3⁄3 | ||||||||
| 18652 |
Centralizes payment gateway integrations for Pagar.me (customers, recipients, P…
|
B 74 4⁄4 | ||||||||
| 18653 |
Enables conversion of Markdown content into PowerPoint presentations using pand…
|
B 74 4⁄4 | ||||||||
| 18654 |
DataMerge MCP
Claim
Enables AI assistants to enrich and retrieve company data by connecting to the …
|
B 74 4⁄4 | ||||||||
| 18655 |
AI-powered Kanban TUI for autonomous development workflows with agent orchestra…
|
B 74 3⁄3 | ||||||||
| 18656 |
Enables browsing and interacting with Microsoft SharePoint sites and documents …
|
B 74 4⁄4 | ||||||||
| 18657 |
Reddit reader for LLMs — full comment trees, 94% fewer tokens, one binary
|
B 74 3⁄3 | ||||||||
| 18658 |
Query Polymarket prediction markets via The Graph — 20 tools, 8 subgraphs
|
B 74 4⁄3 | ||||||||
| 18659 |
glean
Claim
A self-hosted RSS reader and personal knowledge management tool.
|
B 74 4⁄3 | ||||||||
| 18660 |
agentic-memory
Claim
Persistent cognitive graph memory for AI agents — facts, decisions, reasoning c…
|
B 74 4⁄3 | ||||||||
| 18661 |
ue5-mcp
Claim
Let AI edit your Unreal Engine Blueprints. MCP server plugin for Claude Code — …
|
B 74 4⁄3 | ||||||||
| 18662 |
Enable AI-assisted development with integrated workflow automation, Python host…
|
B 74 4⁄3 | ||||||||
| 18663 |
bifrost
Claim
Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load bala…
|
B 74 4⁄3 | ||||||||
| 18664 |
Manage your Hevy workouts, routines, folders, and exercise templates. Create an…
|
B 74 4⁄4 | ||||||||
| 18665 |
Enables comprehensive browser automation and control through Playwright, includ…
|
B 74 4⁄3 | ||||||||
| 18666 |
A Model Context Protocol (MCP) server that provides AI-powered search and query…
|
B 74 3⁄3 | ||||||||
| 18667 |
Notion
Claim
Manage Notion pages and databases from your workflow. Search, read, and update …
|
B 74 4⁄3 | ||||||||
| 18668 |
tda
Claim
TDA - Thread Dump Analyzer (for Java). Analyze your Thread Dumps with a GUI or …
|
B 74 3⁄3 | ||||||||
| 18669 |
Enables AI clients to seamlessly take HubSpot actions and interact with HubSpot…
|
B 74 4⁄4 | ||||||||
| 18670 |
Enables interaction with the BoldSign e-signature platform through its API. Sup…
|
B 74 4⁄4 | ||||||||
| 18671 |
|
B 74 4⁄3 | ||||||||
| 18672 |
A Model Context Protocol server implementation that enables AI assistants to in…
|
B 74 4⁄4 | ||||||||
| 18673 |
A production-ready MCP server that enables AI assistants to manage enterprise A…
|
B 74 4⁄4 | ||||||||
| 18674 |
Enables AI assistants to query and manage GoCD pipelines, stages, and jobs thro…
|
B 74 4⁄4 | ||||||||
| 18675 |
1xn-vmcp
Claim
vMCP - Virtual Model Context Protocol
|
B 74 4⁄3 | ||||||||
| 18676 |
MCP server for Trello boards with rate limiting, type safety, and comprehensive…
|
B 74 4⁄3 | ||||||||
| 18677 |
A development platform that helps AI developers optimize prompts through intell…
|
B 74 4⁄4 | ||||||||
| 18678 |
mcpm.sh
Claim
CLI MCP package manager & registry for all platforms and all clients. Search & …
|
B 74 4⁄3 | ||||||||
| 18679 |
Let AI agents interact with debug probes — connect, flash, read/write memory, a…
|
B 74 4⁄3 | ||||||||
| 18680 |
A bridge between AI assistants and the Paradex perpetual futures trading platfo…
|
B 74 4⁄4 | ||||||||
| 18681 |
Enables AI assistants to interact with Mealie for recipe management, meal plann…
|
B 74 4⁄4 | ||||||||
| 18682 |
A Model Context Protocol server that exposes OpenAI and Gemini AI models throug…
|
B 74 4⁄4 | ||||||||
| 18683 |
KiCAD-MCP-Server
|
B 74 4⁄3 | ||||||||
| 18684 |
Enables AI assistants to interact with Kibana dashboards, visualizations, and E…
|
B 74 4⁄4 | ||||||||
| 18685 |
Enables Claude and other MCP clients to manage Instapaper accounts by reading, …
|
B 74 4⁄4 | ||||||||
| 18686 |
A server that enables LLMs to programmatically interact with Logseq knowledge g…
|
B 74 4⁄4 | ||||||||
| 18687 |
Enables interaction with Twitter through a Model Context Protocol, allowing lar…
|
B 74 4⁄4 | ||||||||
| 18688 |
Connect AI agents to the Counsel API for strategic reasoning, multi-perspective…
|
B 74 4⁄4 | ||||||||
| 18689 |
MCP server + TypeScript SDK for 36 U.S. government data APIs — 188 tools. Treas…
|
B 74 4⁄3 | ||||||||
| 18690 |
Azure DevOps Boards work items over MCP (stdio). Requires Bun, org, project, an…
|
B 74 3⁄3 | ||||||||
| 18691 |
Intelligent token optimization achieving 95%+ reduction through caching, compre…
|
B 74 4⁄3 | ||||||||
| 18692 |
IBM i MCP Server
Claim
Enables AI assistants to interact with IBM i systems through SQL tools and auth…
|
B 74 4⁄4 | ||||||||
| 18693 |
Official Microsoft Playwright MCP server, enabling LLMs to interact with web pa…
|
B 74 4⁄3 | ||||||||
| 18694 |
aderyn
Claim
Solidity Static Analyzer that easily integrates into your editor
|
B 74 4⁄3 | ||||||||
| 18695 |
Enables AI assistants to control Discord servers with 93 tools for server manag…
|
B 74 4⁄4 | ||||||||
| 18696 |
An MCP server that provides tools for parliamentary research by allowing users …
|
B 73 4⁄4 | ||||||||
| 18697 |
Apache Doris MCP Server
|
B 73 4⁄3 | ||||||||
| 18698 |
MCP for Azure DevOps Boards is a MCP server that lets your favourite AI browse,…
|
B 73 4⁄3 | ||||||||
| 18699 |
Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI assi…
|
B 73 4⁄4 | ||||||||
| 18700 |
toolhive-catalog
Claim
ToolHive's registry catalog of MCP servers
|
B 73 4⁄3 | ||||||||