MCP Server Quality Scores
Independent quality analysis of 48850 public MCP servers
Last updated 18 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20501 |
EU Cyber Resilience Act product classifier MCP. Classifies PDEs into CRA hierar…
|
B 75 3⁄3 | ||||||||
| 20502 |
STS2MCP
Claim
Full agentic runs for Slay the Spire 2. A mod that exposes in-game state, and t…
|
B 75 3⁄3 | ||||||||
| 20503 |
13 specialized AI agents collaborating via SQLite. 44 MCP tools. One-command in…
|
B 75 3⁄3 | ||||||||
| 20504 |
Read-only MCP for OpenVibeCoding runs, workflows, proof, queue, replay, and inc…
|
B 75 3⁄3 | ||||||||
| 20505 |
A Model Context Protocol (MCP) server that provides a local-first RAG engine fo…
|
B 74 3⁄3 | ||||||||
| 20506 |
Intelligent token optimization achieving 95%+ reduction through caching, compre…
|
B 74 4⁄3 | ||||||||
| 20507 |
HoneyBook client-portal MCP server for Claude — view contracts and invoices fro…
|
B 74 3⁄3 | ||||||||
| 20508 |
MCP server for Front: conversations, contacts, messages, tags, and inbox workfl…
|
B 74 3⁄3 | ||||||||
| 20509 |
95 MCP tools for iOS — build, test, simulate, automate UI, capture, and diagnos…
|
B 74 3⁄3 | ||||||||
| 20510 |
Enables interaction with Twitter through a Model Context Protocol, allowing lar…
|
B 74 4⁄4 | ||||||||
| 20511 |
Python wrapper for Veo 4 API by Google DeepMind — native 4K AI video with integ…
|
B 74 3⁄3 | ||||||||
| 20512 |
Simulate M/M/1, M/M/c, and manufacturing (MPS) systems to forecast wait times, …
|
B 74 3⁄3 | ||||||||
| 20513 |
Read-only MCP server for OpenObserve Community Edition via REST API. Search log…
|
B 74 3⁄3 | ||||||||
| 20514 |
USPTO Trademark Watcher MCP server enabling trademark search, watch, and alert …
|
B 74 3⁄3 | ||||||||
| 20515 |
Zero-knowledge persistent memory for Claude — encrypted, semantic search, EU ho…
|
B 74 3⁄3 | ||||||||
| 20516 |
MCP Telegram
Claim
Telegram MTProto-based MCP server with 19 tools for reading, searching, sending…
|
B 74 3⁄3 | ||||||||
| 20517 |
mcpm.sh
Claim
CLI MCP package manager & registry for all platforms and all clients. Search & …
|
B 74 4⁄3 | ||||||||
| 20518 |
An MCP server that enables collaboration between Claude Code and Z.ai's GLM mod…
|
B 74 4⁄3 | ||||||||
| 20519 |
A bridge server that converts stdio protocol to streamable-http protocol, allow…
|
B 74 4⁄4 | ||||||||
| 20520 |
Connect AI agents to the Counsel API for strategic reasoning, multi-perspective…
|
B 74 4⁄4 | ||||||||
| 20521 |
Debug and analyze Nanostores apps with AI: scan stores, monitor runtime events,…
|
B 74 3⁄3 | ||||||||
| 20522 |
roampal
Claim
Memory that learns what works.
|
B 74 3⁄3 | ||||||||
| 20523 |
Tells you how you and your Claude agent actually work together. Local-only, no …
|
B 74 3⁄3 | ||||||||
| 20524 |
WhatsApp MCP for macOS - Read messages from local DB, send via WhatsApp Web.
|
B 74 3⁄3 | ||||||||
| 20525 |
Microsoft Business Central MCP enables AI assistants to interact with your Dyna…
|
B 74 4⁄3 | ||||||||
| 20526 |
A local MCP server that provides LLM clients with read/write access to email an…
|
B 74 3⁄3 | ||||||||
| 20527 |
MCP server for validating and generating SOUL.md agent identity files from Clau…
|
B 74 3⁄3 | ||||||||
| 20528 |
IBM i MCP Server
Claim
Enables AI assistants to interact with IBM i systems through SQL tools and auth…
|
B 74 4⁄4 | ||||||||
| 20529 |
MCP server for natural language interaction with Power BI datasets
|
B 74 4⁄4 | ||||||||
| 20530 |
KiCAD-MCP-Server
|
B 74 4⁄3 | ||||||||
| 20531 |
|
B 74 3⁄3 | ||||||||
| 20532 |
Personal finance calculators — mortgage payments, compound interest, FIRE retir…
|
B 74 3⁄3 | ||||||||
| 20533 |
Hybrid semantic + keyword memory across all your projects. Works with Cursor, C…
|
B 74 3⁄3 | ||||||||
| 20534 |
Historical stock chart pattern intelligence for AI agents. 24M pre-computed emb…
|
B 74 3⁄3 | ||||||||
| 20535 |
Web scraper and token compressor that converts HTML to clean markdown with 70-8…
|
B 74 3⁄3 | ||||||||
| 20536 |
Enables AI assistants to interact with Mealie for recipe management, meal plann…
|
B 74 4⁄4 | ||||||||
| 20537 |
Indexes codebases into a SQLite database to provide metadata, exports, dependen…
|
B 74 3⁄3 | ||||||||
| 20538 |
Search, read, and discover thousands of visual aesthetics (cottagecore, dark ac…
|
B 74 3⁄3 | ||||||||
| 20539 |
Provides AI assistants with access to Taiwan's public legal data, including cou…
|
B 74 3⁄3 | ||||||||
| 20540 |
A Model Context Protocol server that integrates TAK Server with AI systems, pro…
|
B 74 4⁄4 | ||||||||
| 20541 |
Official Vugola MCP server - AI video clipping and multi-platform post scheduli…
|
B 74 3⁄3 | ||||||||
| 20542 |
Enables management of ASUS routers running Asuswrt-Merlin firmware via SSH/SCP.…
|
B 74 4⁄3 | ||||||||
| 20543 |
Enables AI clients to seamlessly take HubSpot actions and interact with HubSpot…
|
B 74 4⁄4 | ||||||||
| 20544 |
dotbot
Claim
Structured, auditable AI-assisted development for teams. Zero-dependency MCP se…
|
B 74 3⁄3 | ||||||||
| 20545 |
agentic-memory
Claim
Persistent cognitive graph memory for AI agents — facts, decisions, reasoning c…
|
B 74 4⁄3 | ||||||||
| 20546 |
Enables conversion of Markdown content into PowerPoint presentations using pand…
|
B 74 4⁄4 | ||||||||
| 20547 |
A Model Context Protocol (MCP) server for exploring, analyzing, and decompiling…
|
B 74 3⁄3 | ||||||||
| 20548 |
A minimal MCP server providing basic calculator operations (add, echo) and Andr…
|
B 74 4⁄3 | ||||||||
| 20549 |
MCP server for UI5 Web Components for React - Developer documentation and API a…
|
B 74 3⁄3 | ||||||||
| 20550 |
MCP server for Juniper networks, enabling AI assistants to execute CLI commands…
|
B 74 3⁄3 | ||||||||