MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 1 hour, 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20601 |
|
B 74 3⁄3 | ||||||||
| 20602 |
ue5-mcp
Claim
Let AI edit your Unreal Engine Blueprints. MCP server plugin for Claude Code — …
|
B 74 4⁄3 | ||||||||
| 20603 |
MCP server that dispatches physical-world tasks to humans through a unified API
|
B 74 3⁄3 | ||||||||
| 20604 |
AI-first security scanner with 76 analyzers, 9,600+ detection rules, and repo p…
|
B 74 4⁄3 | ||||||||
| 20605 |
aderyn
Claim
Solidity Static Analyzer that easily integrates into your editor
|
B 74 4⁄3 | ||||||||
| 20606 |
tda
Claim
TDA - Thread Dump Analyzer (for Java). Analyze your Thread Dumps with a GUI or …
|
B 74 3⁄3 | ||||||||
| 20607 |
SFMC AMPscript/SSJS/GTL tools + searchable help for 7 MC products (Engagement, …
|
B 74 3⁄3 | ||||||||
| 20608 |
A comprehensive MCP server providing full control over ProPresenter presentatio…
|
B 74 3⁄3 | ||||||||
| 20609 |
An MCP server for exploring, analyzing, and decompiling Java JAR files. It prov…
|
B 74 3⁄3 | ||||||||
| 20610 |
Historical stock chart pattern intelligence for AI agents. 24M pre-computed emb…
|
B 74 3⁄3 | ||||||||
| 20611 |
KiCAD-MCP-Server
|
B 74 4⁄3 | ||||||||
| 20612 |
The memory operations platform for production AI agents — eval-weighted recall,…
|
B 74 3⁄3 | ||||||||
| 20613 |
95 MCP tools for iOS — build, test, simulate, automate UI, capture, and diagnos…
|
B 74 3⁄3 | ||||||||
| 20614 |
DataMerge MCP
Claim
Enables AI assistants to enrich and retrieve company data by connecting to the …
|
B 74 4⁄4 | ||||||||
| 20615 |
Manage your Hevy workouts, routines, folders, and exercise templates. Create an…
|
B 74 4⁄4 | ||||||||
| 20616 |
IBM i MCP Server
Claim
Enables AI assistants to interact with IBM i systems through SQL tools and auth…
|
B 74 4⁄4 | ||||||||
| 20617 |
Provides Claude with a persistent local memory and structured knowledge graph t…
|
B 74 3⁄3 | ||||||||
| 20618 |
A Model Context Protocol (MCP) server that provides a local-first RAG engine fo…
|
B 74 3⁄3 | ||||||||
| 20619 |
Commercial real estate deal search, comp lookup, and scoring for the Northeast …
|
B 74 3⁄3 | ||||||||
| 20620 |
Tells you how you and your Claude agent actually work together. Local-only, no …
|
B 74 3⁄3 | ||||||||
| 20621 |
|
B 74 3⁄3 | ||||||||
| 20622 |
MCP local-first CLI tool that converts PRD text files into persistent execution…
|
B 74 4⁄3 | ||||||||
| 20623 |
Centralizes payment gateway integrations for Pagar.me (customers, recipients, P…
|
B 74 4⁄4 | ||||||||
| 20624 |
A development platform that helps AI developers optimize prompts through intell…
|
B 74 4⁄4 | ||||||||
| 20625 |
glean
Claim
A self-hosted RSS reader and personal knowledge management tool.
|
B 74 4⁄3 | ||||||||
| 20626 |
Personal finance calculators — mortgage payments, compound interest, FIRE retir…
|
B 74 3⁄3 | ||||||||
| 20627 |
MCP Telegram
Claim
Telegram MTProto-based MCP server with 19 tools for reading, searching, sending…
|
B 74 3⁄3 | ||||||||
| 20628 |
Enables interaction with Twitter through a Model Context Protocol, allowing lar…
|
B 74 4⁄4 | ||||||||
| 20629 |
Self-hosted personal knowledge graph running on Cloudflare, connecting to Claud…
|
B 74 3⁄3 | ||||||||
| 20630 |
typo3-mcp-server
Claim
One MCP endpoint connects your TYPO3 site to Claude, Cursor, n8n, and any AI to…
|
B 74 3⁄3 | ||||||||
| 20631 |
agentic-memory
Claim
Persistent cognitive graph memory for AI agents — facts, decisions, reasoning c…
|
B 74 4⁄3 | ||||||||
| 20632 |
Enables interaction with the BoldSign e-signature platform through its API. Sup…
|
B 74 4⁄4 | ||||||||
| 20633 |
Official Microsoft Playwright MCP server, enabling LLMs to interact with web pa…
|
B 74 4⁄3 | ||||||||
| 20634 |
Azure DevOps Boards work items over MCP (stdio). Requires Bun, org, project, an…
|
B 74 3⁄3 | ||||||||
| 20635 |
Search, read, and discover thousands of visual aesthetics (cottagecore, dark ac…
|
B 74 3⁄3 | ||||||||
| 20636 |
Enables comprehensive browser automation and control through Playwright, includ…
|
B 74 4⁄3 | ||||||||
| 20637 |
Gives Claude Desktop read-only access to your WhatsApp chats and message histor…
|
B 74 3⁄3 | ||||||||
| 20638 |
WHOIS, DNS, SSL, and domain availability lookups for AI assistants
|
B 74 3⁄3 | ||||||||
| 20639 |
MCP server for Bear notes — read, search, create, edit, tag, and manage notes v…
|
B 74 3⁄3 | ||||||||
| 20640 |
Python wrapper for Veo 4 API by Google DeepMind — native 4K AI video with integ…
|
B 74 3⁄3 | ||||||||
| 20641 |
Local-first persistent memory layer for AI agents. Provides hybrid search (FTS5…
|
B 74 3⁄3 | ||||||||
| 20642 |
Make 3D games in Unity Engine with AI. MCP Server + Plugin for Unity Editor and…
|
B 74 4⁄3 | ||||||||
| 20643 |
calibre-mcp
Claim
Enables searching, reading, and managing a Calibre ebook library through natura…
|
B 74 3⁄3 | ||||||||
| 20644 |
MCP server for Karpathy-style LLM wikis: persistent markdown your agent grows o…
|
B 74 3⁄3 | ||||||||
| 20645 |
Hybrid semantic search (dense vector + BM25) over local knowledge bases and cod…
|
B 74 3⁄3 | ||||||||
| 20646 |
Notion
Claim
Manage Notion pages and databases from your workflow. Search, read, and update …
|
B 74 4⁄3 | ||||||||
| 20647 |
The WhenLabs developer toolkit — 6 tools, 7 MCP endpoints, one install.
|
B 74 3⁄3 | ||||||||
| 20648 |
Full-coverage MCP server for Umami Analytics API v2 — 66 tools for websites, st…
|
B 74 3⁄3 | ||||||||
| 20649 |
Simulate M/M/1, M/M/c, and manufacturing (MPS) systems to forecast wait times, …
|
B 74 3⁄3 | ||||||||
| 20650 |
A Python MCP server that calculates French income tax using the official DGFiP …
|
B 74 3⁄3 | ||||||||