MCP Server Quality Scores
Independent quality analysis of 69224 public MCP servers
Last updated 2 hours, 29 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20501 |
Enables Claude to manage Gmail, Google Calendar, and Google Contacts through a …
|
B 75 3⁄3 | ||||||||
| 20502 |
Connect Claude to Microsoft Teams — read/send messages, list channels, search c…
|
B 75 3⁄3 | ||||||||
| 20503 |
Provides AI assistants with comprehensive access to eBay's Sell APIs, including…
|
B 75 4⁄3 | ||||||||
| 20504 |
google maps for vibecoders.
|
B 75 3⁄3 | ||||||||
| 20505 |
MCP server for Bambu Lab 3D printers — STL manipulation, BambuStudio slicing, a…
|
B 75 4⁄3 | ||||||||
| 20506 |
Deep linking for iOS, Android & Flutter. Firebase Dynamic Links alternative.
|
B 74 3⁄3 | ||||||||
| 20507 |
mcpm.sh
Claim
CLI MCP package manager & registry for all platforms and all clients. Search & …
|
B 74 4⁄3 | ||||||||
| 20508 |
AI-powered Kanban TUI and MCP server for autonomous development workflows. Orch…
|
B 74 3⁄3 | ||||||||
| 20509 |
MCP Server simplifies the implementation of the Model Context Protocol by provi…
|
B 74 4⁄3 | ||||||||
| 20510 |
A minimal MCP server providing basic calculator operations (add, echo) and Andr…
|
B 74 4⁄3 | ||||||||
| 20511 |
MCP local-first CLI tool that converts PRD text files into persistent execution…
|
B 74 4⁄3 | ||||||||
| 20512 |
MCP server for Juniper networks, enabling AI assistants to execute CLI commands…
|
B 74 3⁄3 | ||||||||
| 20513 |
glean
Claim
A self-hosted RSS reader and personal knowledge management tool.
|
B 74 4⁄3 | ||||||||
| 20514 |
An MCP server that enables users to manage their Amazon Alexa shopping lists di…
|
B 74 3⁄3 | ||||||||
| 20515 |
MCP server for natural language interaction with Power BI datasets
|
B 74 4⁄4 | ||||||||
| 20516 |
A Model Context Protocol server implementation that enables AI assistants to in…
|
B 74 4⁄4 | ||||||||
| 20517 |
Enables browsing and interacting with Microsoft SharePoint sites and documents …
|
B 74 4⁄4 | ||||||||
| 20518 |
iMessage MCP Server
Claim
Enables Claude to send and read iMessages on macOS, with smart contact lookup, …
|
B 74 4⁄3 | ||||||||
| 20519 |
Notion
Claim
Manage Notion pages and databases from your workflow. Search, read, and update …
|
B 74 4⁄3 | ||||||||
| 20520 |
A custom MCP server for interacting with Google Blogger blogs. It provides tool…
|
B 74 3⁄3 | ||||||||
| 20521 |
LionScraper Python: MCP stdio + CLI + HTTP API bridging AI to LionScraper brows…
|
B 74 3⁄3 | ||||||||
| 20522 |
The WhenLabs developer toolkit — 6 tools, 7 MCP endpoints, one install.
|
B 74 3⁄3 | ||||||||
| 20523 |
agentic-memory
Claim
Persistent cognitive graph memory for AI agents — facts, decisions, reasoning c…
|
B 74 4⁄3 | ||||||||
| 20524 |
An MCP server that exposes RS232 serial port connectivity, enabling listing, op…
|
B 74 3⁄3 | ||||||||
| 20525 |
A server that enables LLMs to programmatically interact with Logseq knowledge g…
|
B 74 4⁄4 | ||||||||
| 20526 |
|
B 74 3⁄3 | ||||||||
| 20527 | B 74 3⁄3 | |||||||||
| 20528 |
Intelligent token optimization achieving 95%+ reduction through caching, compre…
|
B 74 4⁄3 | ||||||||
| 20529 |
Provides basic tools for echoing messages, adding numbers, and getting the curr…
|
B 74 3⁄3 | ||||||||
| 20530 |
Enables comprehensive browser automation and control through Playwright, includ…
|
B 74 4⁄3 | ||||||||
| 20531 |
An MCP server for Keycloak Admin REST API, enabling user, group, event, and sec…
|
B 74 3⁄3 | ||||||||
| 20532 |
Simulate M/M/1, M/M/c, and manufacturing (MPS) systems to forecast wait times, …
|
B 74 3⁄3 | ||||||||
| 20533 |
An MCP server that enables AI assistants to directly run, inspect, modify, and …
|
B 74 3⁄3 | ||||||||
| 20534 |
MCP server + TypeScript SDK for 40+ U.S. government data APIs — 250+ tools. Tre…
|
B 74 4⁄3 | ||||||||
| 20535 |
Personal finance calculators — mortgage payments, compound interest, FIRE retir…
|
B 74 3⁄3 | ||||||||
| 20536 |
tda
Claim
TDA - Thread Dump Analyzer (for Java). Analyze your Thread Dumps with a GUI or …
|
B 74 3⁄3 | ||||||||
| 20537 |
Indexes codebases into a SQLite database to provide metadata, exports, dependen…
|
B 74 3⁄3 | ||||||||
| 20538 |
A persistent memory and context management system for AI CLI tools that utilize…
|
B 74 4⁄4 | ||||||||
| 20539 |
emms-mcp
Claim
Cognitive memory system for AI agents with 129 MCP tools. Persistent 6-tier hie…
|
B 74 3⁄3 | ||||||||
| 20540 |
KiCAD-MCP-Server
|
B 74 4⁄3 | ||||||||
| 20541 |
A production-ready MCP server that enables AI assistants to manage enterprise A…
|
B 74 4⁄4 | ||||||||
| 20542 |
Code Intelligence for Elixir: module search, function tracking, and PR attribut…
|
B 74 4⁄3 | ||||||||
| 20543 |
A comprehensive MCP server providing full control over ProPresenter presentatio…
|
B 74 3⁄3 | ||||||||
| 20544 |
A local MCP server that provides LLM clients with read/write access to email an…
|
B 74 3⁄3 | ||||||||
| 20545 |
ue5-mcp
Claim
Let AI edit your Unreal Engine Blueprints. MCP server plugin for Claude Code — …
|
B 74 4⁄3 | ||||||||
| 20546 |
Provides agent coordination for Claude Code through a shared blackboard, decisi…
|
B 74 4⁄3 | ||||||||
| 20547 |
WHOIS, DNS, SSL, and domain availability lookups for AI assistants
|
B 74 3⁄3 | ||||||||
| 20548 |
Official MCP server for InfluxDB 3 Core/Enterprise/Cloud Dedicated
|
B 74 4⁄4 | ||||||||
| 20549 |
Crypto intelligence, GitHub trends, market signals, and AI advisor via x402 pay…
|
B 74 3⁄3 | ||||||||
| 20550 |
Azure DevOps Boards work items over MCP (stdio). Requires Bun, org, project, an…
|
B 74 3⁄3 | ||||||||
