MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 7 hours, 5 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 19551 |
coding cli claude code/github copilot will be able to see context of browser/op…
|
B 82 3⁄3 | ||||||||
| 19552 |
MCP server quality scoring and optimization for the agent economy.
|
B 82 3⁄3 | ||||||||
| 19553 |
Provides comprehensive Discord bot automation with 71 tools for messaging, chan…
|
B 82 4⁄4 | ||||||||
| 19554 |
SSWP MCP — Deterministic software attestation for AI-augmented development. Wit…
|
B 82 3⁄3 | ||||||||
| 19555 |
Security scanner for MCP servers. Detects backdoors, exfiltration code, obfusca…
|
B 82 3⁄3 | ||||||||
| 19556 |
Connects open data to LLMs via MCP, enabling easy access to public datasets and…
|
B 82 3⁄3 | ||||||||
| 19557 |
Agentic coding harness with persistent memory and a REPL body. Built on Ori Mne…
|
B 82 3⁄3 | ||||||||
| 19558 |
Semantix-Verify is an MCP server for semantic validation of AI/LLM outputs. It …
|
B 82 3⁄3 | ||||||||
| 19559 |
Indexes Kotlin/Native platform klibs to enable fast symbol lookup for iOS APIs.…
|
B 82 3⁄3 | ||||||||
| 19560 |
.
|
B 82 3⁄3 | ||||||||
| 19561 |
Cloaked headless browser for AI agents — stealth TLS, smart extraction, SPA fal…
|
B 82 3⁄3 | ||||||||
| 19562 |
Enables text-only AI models to understand clipboard images by describing them t…
|
B 82 3⁄3 | ||||||||
| 19563 |
A lightweight MCP server that exposes IDA Pro's disassembly, decompilation, and…
|
B 82 3⁄3 | ||||||||
| 19564 |
Open-source MCP server that gives any LLM long-term memory using a knowledge gr…
|
B 82 3⁄3 | ||||||||
| 19565 |
An MCP server that gives AI agents persistent, narrative memory: concepts as no…
|
B 82 3⁄3 | ||||||||
| 19566 |
India-first MCP server for NSE/BSE, fundamentals, analytics, and market researc…
|
B 82 3⁄3 | ||||||||
| 19567 |
Manages Google Play Store listing text through the official Android Publisher A…
|
B 82 3⁄3 | ||||||||
| 19568 |
Semantic search and RAG over Apple Notes with on-device embeddings, full CRUD, …
|
B 82 3⁄3 | ||||||||
| 19569 |
MCP server exposing rpcbind/RPC portmapper functionality
|
B 82 3⁄3 | ||||||||
| 19570 |
lazy-tool
Claim
local-first MCP discovery runtime for agents — search before invoke, reduce pro…
|
B 82 3⁄3 | ||||||||
| 19571 |
A Model Context Protocol server that provides secure access to N Lobby school p…
|
B 82 3⁄3 | ||||||||
| 19572 |
YouTube transcript extraction for AI agents. Clean text, timestamps, or structu…
|
B 82 3⁄3 | ||||||||
| 19573 |
Enables AI assistants to interact with QuickFile UK accounting software, provid…
|
B 82 4⁄4 | ||||||||
| 19574 |
Playwright E2E test runner with deep debugging— action capture, DOM snapshots, …
|
B 82 3⁄3 | ||||||||
| 19575 |
MCP server for Holded — invoicing, accounting, CRM, projects, and team
|
B 82 3⁄3 | ||||||||
| 19576 |
SEO analysis - meta tags, keywords, links, page speed
|
B 82 3⁄3 | ||||||||
| 19577 |
Free crypto news API - real-time aggregator for Bitcoin, Ethereum, DeFi, Solana…
|
B 82 3⁄3 | ||||||||
| 19578 |
Local task scheduler and worker manager with MCP integration for Claude Desktop.
|
B 82 3⁄3 | ||||||||
| 19579 |
Enables users to define and run MCP tools using declarative YAML configs with b…
|
B 82 3⁄3 | ||||||||
| 19580 |
CallRail REST API v3 integration with 49 tools for call tracking, form submissi…
|
B 81 3⁄3 | ||||||||
| 19581 |
AI logo design MCP server — generates SVG logos with text-to-path conversion, S…
|
B 81 3⁄3 | ||||||||
| 19582 |
MCP Sentinel
Claim
Zero-trust MCP security proxy with policy enforcement, PII scrubbing, approvals…
|
B 81 3⁄3 | ||||||||
| 19583 |
tactual
Claim
Screen-reader navigation cost analyzer. Models real AT user effort with per-pro…
|
B 81 3⁄3 | ||||||||
| 19584 |
A headless IDA Pro MCP server that enables AI agents to automatically open, ana…
|
B 81 3⁄3 | ||||||||
| 19585 |
MetaTrader 5 MCP Server
Claim
Enables comprehensive access to the MetaTrader 5 trading platform for retrievin…
|
B 81 4⁄3 | ||||||||
| 19586 |
Calculate US household employer (nanny) taxes + run payroll via AI agents. All …
|
B 81 3⁄3 | ||||||||
| 19587 |
Connect AI agents across any network — zero config, encrypted, skill-based rout…
|
B 81 3⁄3 | ||||||||
| 19588 |
Diablo II Resurrected modding toolkit — character builder, mod build/deploy pip…
|
B 81 3⁄3 | ||||||||
| 19589 |
A Dockerized Python MCP server that bridges your local AI (e.g., Claude Desktop…
|
B 81 4⁄4 | ||||||||
| 19590 |
MCP server that exposes PostgreSQL database operations via psycopg2, including …
|
B 81 3⁄3 | ||||||||
| 19591 |
Runtime security for AI agent commerce. CLI + MCP server blocks hallucinated pu…
|
B 81 3⁄3 | ||||||||
| 19592 |
Unified MCP Server for Obsidian - graph-based note management with semantic cla…
|
B 81 3⁄3 | ||||||||
| 19593 |
IMAP/SMTP email MCP server with 42 tools for reading, searching, sending, sched…
|
B 81 4⁄3 | ||||||||
| 19594 |
Neo4j-native DIKW memory for Claude Code — knowledge that compounds across sess…
|
B 81 3⁄3 | ||||||||
| 19595 |
MCP server for Commodore 64 Ultimate hardware and VICE emulator control.
|
B 81 3⁄3 | ||||||||
| 19596 |
MCP server for Google Search Console, enabling querying search analytics, URL i…
|
B 81 3⁄3 | ||||||||
| 19597 |
Persistent code indexing for AI assistants. 50x less context than grep. 11 lang…
|
B 81 4⁄3 | ||||||||
| 19598 |
Enables Korean Saju (Four Pillars of Destiny) calculation and myeongni-hak glos…
|
B 81 3⁄3 | ||||||||
| 19599 |
lets your preferred AI agent create & run fully managed [Octomind](https://www.…
|
B 81 4⁄4 | ||||||||
| 19600 |
Enables LLMs to read .NET assemblies as C# by providing tools to list types, de…
|
B 81 3⁄3 | ||||||||