MCP Server Quality Scores
Independent quality analysis of 59573 public MCP servers
Last updated 43 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20601 |
MCP server for Telegram Archive — search messages, browse chats, and access his…
|
B 74 3⁄3 | ||||||||
| 20602 |
A development platform that helps AI developers optimize prompts through intell…
|
B 74 4⁄4 | ||||||||
| 20603 |
Search, read, and discover thousands of visual aesthetics (cottagecore, dark ac…
|
B 74 3⁄3 | ||||||||
| 20604 |
Zero-knowledge persistent memory for Claude — encrypted, semantic search, EU ho…
|
B 74 3⁄3 | ||||||||
| 20605 |
A production-ready MCP server that enables AI assistants to manage enterprise A…
|
B 74 4⁄4 | ||||||||
| 20606 |
Enable AI-assisted development with integrated workflow automation, Python host…
|
B 74 4⁄3 | ||||||||
| 20607 |
A persistent memory and context management system for AI CLI tools that utilize…
|
B 74 4⁄4 | ||||||||
| 20608 |
tda
Claim
TDA - Thread Dump Analyzer (for Java). Analyze your Thread Dumps with a GUI or …
|
B 74 3⁄3 | ||||||||
| 20609 |
95 MCP tools for iOS — build, test, simulate, automate UI, capture, and diagnos…
|
B 74 3⁄3 | ||||||||
| 20610 |
HoneyBook client-portal MCP server for Claude — view contracts and invoices fro…
|
B 74 3⁄3 | ||||||||
| 20611 |
Model Context Protocol (MCP) server for Microsoft Dynamics 365 Business Central…
|
B 74 4⁄3 | ||||||||
| 20612 |
roampal
Claim
Memory that learns what works.
|
B 74 3⁄3 | ||||||||
| 20613 |
USPTO Trademark Watcher MCP server enabling trademark search, watch, and alert …
|
B 74 3⁄3 | ||||||||
| 20614 |
Enables interaction with Twitter through a Model Context Protocol, allowing lar…
|
B 74 4⁄4 | ||||||||
| 20615 |
Policy-enforcing MCP proxy that blocks dangerous tool calls before they execute…
|
B 74 3⁄3 | ||||||||
| 20616 |
Debug and analyze Nanostores apps with AI: scan stores, monitor runtime events,…
|
B 74 3⁄3 | ||||||||
| 20617 |
Connect AI agents to the Counsel API for strategic reasoning, multi-perspective…
|
B 74 4⁄4 | ||||||||
| 20618 |
|
B 74 4⁄3 | ||||||||
| 20619 |
Historical stock chart pattern intelligence for AI agents. 24M pre-computed emb…
|
B 74 3⁄3 | ||||||||
| 20620 |
Self-hosted personal knowledge graph running on Cloudflare, connecting to Claud…
|
B 74 3⁄3 | ||||||||
| 20621 |
Deterministic Google Docs API compiler. Your agent stops silently corrupting do…
|
B 74 3⁄3 | ||||||||
| 20622 |
Enables interaction with the Edgee API for managing organizations, projects, do…
|
B 74 4⁄4 | ||||||||
| 20623 |
Local-first external brain CLI for coding agents. SQLite-backed context, graph-…
|
B 74 3⁄3 | ||||||||
| 20624 |
A custom MCP server for interacting with Google Blogger blogs. It provides tool…
|
B 74 3⁄3 | ||||||||
| 20625 |
A Model Context Protocol server that exposes OpenAI and Gemini AI models throug…
|
B 74 4⁄4 | ||||||||
| 20626 |
Utility-first MCP server that extends Claude Code with file-maintenance capabil…
|
B 74 3⁄3 | ||||||||
| 20627 |
Crypto intelligence, GitHub trends, market signals, and AI advisor via x402 pay…
|
B 74 3⁄3 | ||||||||
| 20628 |
Enables to use Front from any MCP-compatible client. Search conversations, mana…
|
B 74 3⁄3 | ||||||||
| 20629 |
An MCP server that enables AI assistants to directly run, inspect, modify, and …
|
B 74 3⁄3 | ||||||||
| 20630 |
Zero-cost MCP server for local code inspection and best-practice recommendations
|
B 74 3⁄3 | ||||||||
| 20631 |
Enables AI assistants to interact with Kibana dashboards, visualizations, and E…
|
B 74 4⁄4 | ||||||||
| 20632 |
Enables AI clients to seamlessly take HubSpot actions and interact with HubSpot…
|
B 74 4⁄4 | ||||||||
| 20633 |
agentic-memory
Claim
Persistent cognitive graph memory for AI agents — facts, decisions, reasoning c…
|
B 74 4⁄3 | ||||||||
| 20634 |
A Model Context Protocol (MCP) server that provides a local-first RAG engine fo…
|
B 74 3⁄3 | ||||||||
| 20635 |
Enables hotel search, booking, reservation management, and rewards tracking for…
|
B 74 3⁄3 | ||||||||
| 20636 |
An MCP server for Keycloak Admin REST API, enabling user, group, event, and sec…
|
B 74 3⁄3 | ||||||||
| 20637 |
A server that enables LLMs to programmatically interact with Logseq knowledge g…
|
B 74 4⁄4 | ||||||||
| 20638 |
Enables AI agents to generate, manipulate, and perform algorithmic music using …
|
B 74 4⁄3 | ||||||||
| 20639 |
Enables browsing and interacting with Microsoft SharePoint sites and documents …
|
B 74 4⁄4 | ||||||||
| 20640 |
typo3-mcp-server
Claim
One MCP endpoint connects your TYPO3 site to Claude, Cursor, n8n, and any AI to…
|
B 74 3⁄3 | ||||||||
| 20641 |
Let AI agents interact with debug probes — connect, flash, read/write memory, a…
|
B 74 4⁄3 | ||||||||
| 20642 |
emms-mcp
Claim
Cognitive memory system for AI agents with 129 MCP tools. Persistent 6-tier hie…
|
B 74 3⁄3 | ||||||||
| 20643 |
Reddit reader for LLMs — full comment trees, 94% fewer tokens, one binary
|
B 74 3⁄3 | ||||||||
| 20644 |
MCP server for Réunion open data (data.regionreunion.com)
|
B 74 3⁄3 | ||||||||
| 20645 |
AI-first security scanner with 76 analyzers, 9,600+ detection rules, and repo p…
|
B 74 4⁄3 | ||||||||
| 20646 |
MCP server for Bear notes — read, search, create, edit, tag, and manage notes v…
|
B 74 3⁄3 | ||||||||
| 20647 |
MCP server for validating and generating SOUL.md agent identity files from Clau…
|
B 74 3⁄3 | ||||||||
| 20648 |
KiCAD-MCP-Server
|
B 74 4⁄3 | ||||||||
| 20649 |
Notion
Claim
Manage Notion pages and databases from your workflow. Search, read, and update …
|
B 74 4⁄3 | ||||||||
| 20650 |
MCP server for Karpathy-style LLM wikis: persistent markdown your agent grows o…
|
B 74 3⁄3 | ||||||||