MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 48 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20501 |
|
B 75 4⁄3 | ||||||||
| 20502 |
A reference MCP server for clinic scheduling and intake, demonstrating producti…
|
B 75 3⁄3 | ||||||||
| 20503 |
Official MCP server for Conan C/C++ package manager. Create projects, manage de…
|
B 75 4⁄3 | ||||||||
| 20504 |
16 engines, 28 MCP tools for Python code quality. Zero external dependencies.
|
B 75 3⁄3 | ||||||||
| 20505 |
A server that integrates with Claude Desktop to enable real-time web research c…
|
B 75 4⁄3 | ||||||||
| 20506 |
A Model Context Protocol server that enables interaction with Borrow Automated …
|
B 74 4⁄4 | ||||||||
| 20507 |
A Model Context Protocol (MCP) server that provides AI-powered search and query…
|
B 74 3⁄3 | ||||||||
| 20508 |
An MCP server that enables collaboration between Claude Code and Z.ai's GLM mod…
|
B 74 4⁄3 | ||||||||
| 20509 |
Crystallize headless commerce tools for AI agents via Model Context Protocol
|
B 74 3⁄3 | ||||||||
| 20510 |
Intelligent token optimization achieving 95%+ reduction through caching, compre…
|
B 74 4⁄3 | ||||||||
| 20511 |
A server that enables LLMs to programmatically interact with Logseq knowledge g…
|
B 74 4⁄4 | ||||||||
| 20512 |
Give Claude (and any MCP client) real agent access to your Obsidian vault — gra…
|
B 74 3⁄3 | ||||||||
| 20513 |
Policy-enforcing MCP proxy that blocks dangerous tool calls before they execute…
|
B 74 3⁄3 | ||||||||
| 20514 |
On-device AI agent engine for mobile apps — embedded Node.js worker with Claude…
|
B 74 4⁄3 | ||||||||
| 20515 |
MCP server for Telegram Archive — search messages, browse chats, and access his…
|
B 74 3⁄3 | ||||||||
| 20516 |
A persistent memory and context management system for AI CLI tools that utilize…
|
B 74 4⁄4 | ||||||||
| 20517 |
SJTU MCP
Claim
Wraps the SJTU Zhiyuan No.1 API as a local MCP server, allowing direct use of S…
|
B 74 3⁄3 | ||||||||
| 20518 |
Reddit reader for LLMs — full comment trees, 94% fewer tokens, one binary
|
B 74 3⁄3 | ||||||||
| 20519 |
USPTO Trademark Watcher MCP server enabling trademark search, watch, and alert …
|
B 74 3⁄3 | ||||||||
| 20520 |
emms-mcp
Claim
Cognitive memory system for AI agents with 129 MCP tools. Persistent 6-tier hie…
|
B 74 3⁄3 | ||||||||
| 20521 |
Enables Claude and other MCP clients to manage Instapaper accounts by reading, …
|
B 74 4⁄4 | ||||||||
| 20522 |
MCP server for UI5 Web Components for React - Developer documentation and API a…
|
B 74 3⁄3 | ||||||||
| 20523 |
Crypto intelligence, GitHub trends, market signals, and AI advisor via x402 pay…
|
B 74 3⁄3 | ||||||||
| 20524 |
An MCP server for Keycloak Admin REST API, enabling user, group, event, and sec…
|
B 74 3⁄3 | ||||||||
| 20525 |
PyNet Bridge MCP implementation to connect IAs with PyNet Platform.
|
B 74 3⁄3 | ||||||||
| 20526 |
Tells you how you and your Claude agent actually work together. Local-only, no …
|
B 74 3⁄3 | ||||||||
| 20527 |
A production-ready MCP server that enables AI assistants to manage enterprise A…
|
B 74 4⁄4 | ||||||||
| 20528 |
Enables AI agents to create, edit, and run Godot 4.5+ games by providing tools …
|
B 74 3⁄3 | ||||||||
| 20529 |
A TypeScript MCP server for financial data aggregation that connects AI assista…
|
B 74 3⁄3 | ||||||||
| 20530 |
MCP server for natural language interaction with Power BI datasets
|
B 74 4⁄4 | ||||||||
| 20531 |
AlgoVoi crypto payment gateway MCP. Create hosted checkout links, verify on-cha…
|
B 74 3⁄3 | ||||||||
| 20532 |
dotbot
Claim
Structured, auditable AI-assisted development for teams. Zero-dependency MCP se…
|
B 74 3⁄3 | ||||||||
| 20533 |
Self-hosted personal knowledge graph running on Cloudflare, connecting to Claud…
|
B 74 3⁄3 | ||||||||
| 20534 |
Enables conversion of Markdown content into PowerPoint presentations using pand…
|
B 74 4⁄4 | ||||||||
| 20535 |
Search, read, and discover thousands of visual aesthetics (cottagecore, dark ac…
|
B 74 3⁄3 | ||||||||
| 20536 |
Enables management of ASUS routers running Asuswrt-Merlin firmware via SSH/SCP.…
|
B 74 4⁄3 | ||||||||
| 20537 |
Enables interaction with the BoldSign e-signature platform through its API. Sup…
|
B 74 4⁄4 | ||||||||
| 20538 |
MCP server for SAP ABAP systems
|
B 74 3⁄3 | ||||||||
| 20539 |
MCP Telegram
Claim
Telegram MTProto-based MCP server with 19 tools for reading, searching, sending…
|
B 74 3⁄3 | ||||||||
| 20540 |
MCP server for Karpathy-style LLM wikis: persistent markdown your agent grows o…
|
B 74 3⁄3 | ||||||||
| 20541 |
MCP server for Juniper networks, enabling AI assistants to execute CLI commands…
|
B 74 3⁄3 | ||||||||
| 20542 |
A comprehensive MCP server providing full control over ProPresenter presentatio…
|
B 74 3⁄3 | ||||||||
| 20543 |
Personal finance calculators — mortgage payments, compound interest, FIRE retir…
|
B 74 3⁄3 | ||||||||
| 20544 |
Enables interaction with the Edgee API for managing organizations, projects, do…
|
B 74 4⁄4 | ||||||||
| 20545 |
Enables to use Front from any MCP-compatible client. Search conversations, mana…
|
B 74 3⁄3 | ||||||||
| 20546 |
A production-ready template for creating Model Context Protocol servers with Ty…
|
B 74 4⁄3 | ||||||||
| 20547 |
Historical stock chart pattern intelligence for AI agents. 24M pre-computed emb…
|
B 74 3⁄3 | ||||||||
| 20548 |
Zero-cost MCP server for local code inspection and best-practice recommendations
|
B 74 3⁄3 | ||||||||
| 20549 |
MCP server for Trello boards with rate limiting, type safety, and comprehensive…
|
B 74 4⁄3 | ||||||||
| 20550 |
bifrost
Claim
Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load bala…
|
B 74 4⁄3 | ||||||||