MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 3 hours, 57 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20551 |
Let AI agents interact with debug probes — connect, flash, read/write memory, a…
|
B 74 4⁄3 | ||||||||
| 20552 |
Manage your Hevy workouts, routines, folders, and exercise templates. Create an…
|
B 74 4⁄4 | ||||||||
| 20553 |
Official MCP server for InfluxDB 3 Core/Enterprise/Cloud Dedicated
|
B 74 4⁄4 | ||||||||
| 20554 |
Enables browsing and interacting with Microsoft SharePoint sites and documents …
|
B 74 4⁄4 | ||||||||
| 20555 |
LionScraper Python: MCP stdio + CLI + HTTP API bridging AI to LionScraper brows…
|
B 74 3⁄3 | ||||||||
| 20556 |
|
B 74 4⁄3 | ||||||||
| 20557 |
A server that enables LLMs to programmatically interact with Logseq knowledge g…
|
B 74 4⁄4 | ||||||||
| 20558 |
Make 3D games in Unity Engine with AI. MCP Server + Plugin for Unity Editor and…
|
B 74 4⁄3 | ||||||||
| 20559 |
|
B 74 3⁄3 | ||||||||
| 20560 |
Indexes codebases into a SQLite database to provide metadata, exports, dependen…
|
B 74 3⁄3 | ||||||||
| 20561 |
Deep linking for iOS, Android & Flutter. Firebase Dynamic Links alternative.
|
B 74 3⁄3 | ||||||||
| 20562 |
Official Microsoft Playwright MCP server, enabling LLMs to interact with web pa…
|
B 74 4⁄3 | ||||||||
| 20563 |
dotbot
Claim
Structured, auditable AI-assisted development for teams. Zero-dependency MCP se…
|
B 74 3⁄3 | ||||||||
| 20564 |
SJTU MCP
Claim
Wraps the SJTU Zhiyuan No.1 API as a local MCP server, allowing direct use of S…
|
B 74 3⁄3 | ||||||||
| 20565 |
KiCAD-MCP-Server
|
B 74 4⁄3 | ||||||||
| 20566 |
Intelligent token optimization achieving 95%+ reduction through caching, compre…
|
B 74 4⁄3 | ||||||||
| 20567 |
MCP server for discovering and controlling TP-Link Tapo smart home devices via …
|
B 74 3⁄3 | ||||||||
| 20568 |
Zero-cost MCP server for local code inspection and best-practice recommendations
|
B 74 3⁄3 | ||||||||
| 20569 |
typo3-mcp-server
Claim
One MCP endpoint connects your TYPO3 site to Claude, Cursor, n8n, and any AI to…
|
B 74 3⁄3 | ||||||||
| 20570 |
Enables AI assistants to interact with Kibana dashboards, visualizations, and E…
|
B 74 4⁄4 | ||||||||
| 20571 |
mcpm.sh
Claim
CLI MCP package manager & registry for all platforms and all clients. Search & …
|
B 74 4⁄3 | ||||||||
| 20572 |
Enables AI assistants to control Discord servers with 93 tools for server manag…
|
B 74 4⁄4 | ||||||||
| 20573 |
The memory operations platform for production AI agents — eval-weighted recall,…
|
B 74 3⁄3 | ||||||||
| 20574 |
First MCP server for M-PESA (Safaricom Daraja API) — STK push, B2C payments, ba…
|
B 74 3⁄3 | ||||||||
| 20575 |
Local-first persistent memory layer for AI agents. Provides hybrid search (FTS5…
|
B 74 3⁄3 | ||||||||
| 20576 |
Gives Claude Desktop read-only access to your WhatsApp chats and message histor…
|
B 74 3⁄3 | ||||||||
| 20577 |
MCP server that dispatches physical-world tasks to humans through a unified API
|
B 74 3⁄3 | ||||||||
| 20578 |
A minimal MCP server demo written without the MCP Python SDK that demonstrates …
|
B 74 3⁄3 | ||||||||
| 20579 | B 74 3⁄3 | |||||||||
| 20580 |
Enables AI assistants to query and manage GoCD pipelines, stages, and jobs thro…
|
B 74 4⁄4 | ||||||||
| 20581 |
SFMC AMPscript/SSJS/GTL tools + searchable help for 7 MC products (Engagement, …
|
B 74 3⁄3 | ||||||||
| 20582 |
Clip videos into captioned shorts, add captions & schedule posts — from Claude,…
|
B 74 3⁄3 | ||||||||
| 20583 |
bifrost
Claim
Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load bala…
|
B 74 4⁄3 | ||||||||
| 20584 |
Policy-enforcing MCP proxy that blocks dangerous tool calls before they execute…
|
B 74 3⁄3 | ||||||||
| 20585 |
Query Polymarket prediction markets via The Graph — 20 tools, 8 subgraphs
|
B 74 4⁄3 | ||||||||
| 20586 |
Crypto intelligence, GitHub trends, market signals, and AI advisor via x402 pay…
|
B 74 3⁄3 | ||||||||
| 20587 |
Deterministic Google Docs API compiler. Your agent stops silently corrupting do…
|
B 74 3⁄3 | ||||||||
| 20588 |
About
MCP server for image conversion, resizing, and merging — runs locally, no…
|
B 74 3⁄3 | ||||||||
| 20589 |
Zero-knowledge persistent memory for Claude — encrypted, semantic search, EU ho…
|
B 74 3⁄3 | ||||||||
| 20590 |
Utility-first MCP server that extends Claude Code with file-maintenance capabil…
|
B 74 3⁄3 | ||||||||
| 20591 |
1xn-vmcp
Claim
vMCP - Virtual Model Context Protocol
|
B 74 4⁄3 | ||||||||
| 20592 |
A comprehensive MCP server providing full control over ProPresenter presentatio…
|
B 74 3⁄3 | ||||||||
| 20593 |
Hybrid semantic search (dense vector + BM25) over local knowledge bases and cod…
|
B 74 3⁄3 | ||||||||
| 20594 |
A custom MCP server for interacting with Google Blogger blogs. It provides tool…
|
B 74 3⁄3 | ||||||||
| 20595 |
Provides AI assistants with access to Taiwan's public legal data, including cou…
|
B 74 3⁄3 | ||||||||
| 20596 |
MCP server for Réunion open data (data.regionreunion.com)
|
B 74 3⁄3 | ||||||||
| 20597 |
agentic-memory
Claim
Persistent cognitive graph memory for AI agents — facts, decisions, reasoning c…
|
B 74 4⁄3 | ||||||||
| 20598 |
Enables AI agents to generate, manipulate, and perform algorithmic music using …
|
B 74 4⁄3 | ||||||||
| 20599 |
Commercial real estate deal search, comp lookup, and scoring for the Northeast …
|
B 74 3⁄3 | ||||||||
| 20600 |
DataMerge MCP
Claim
Enables AI assistants to enrich and retrieve company data by connecting to the …
|
B 74 4⁄4 | ||||||||
