MCP Server Quality Scores
Independent quality analysis of 59221 public MCP servers
Last updated 2 hours, 22 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 19551 |
Claude-powered job fit analyzer that analyzes job fit based on GitHub portfolio…
|
B 82 3⁄3 | ||||||||
| 19552 |
PentestThinkingMCP: AI-Driven Multi-Stage Penetration Testing Framework
Part of…
|
B 82 3⁄3 | ||||||||
| 19553 |
Indexes Kotlin/Native platform klibs to enable fast symbol lookup for iOS APIs.…
|
B 82 3⁄3 | ||||||||
| 19554 |
Agentic coding harness with persistent memory and a REPL body. Built on Ori Mne…
|
B 82 3⁄3 | ||||||||
| 19555 |
Enables Claude and other MCP clients to directly interact with macOS Calendar.a…
|
B 82 3⁄3 | ||||||||
| 19556 |
An MCP server for the NinjaOne RMM platform, enabling tools to manage devices, …
|
B 82 3⁄3 | ||||||||
| 19557 |
MCP server for Holded — invoicing, accounting, CRM, projects, and team
|
B 82 3⁄3 | ||||||||
| 19558 |
Enables AI assistants to access and analyze MonarchMoney personal finance data …
|
B 82 4⁄4 | ||||||||
| 19559 |
MCP server exposing rpcbind/RPC portmapper functionality
|
B 82 3⁄3 | ||||||||
| 19560 |
Project memory and scoping engine for AI coding agents. It gives any agent pers…
|
B 82 3⁄3 | ||||||||
| 19561 |
MCP server that audits other MCP servers. Run MCPWatch security scans from insi…
|
B 82 3⁄3 | ||||||||
| 19562 |
A Model Context Protocol (MCP) server for Canny feedback management. Enables ma…
|
B 82 4⁄3 | ||||||||
| 19563 |
MCP server for Apple's Icon Composer: programmatically create .icon bundles wit…
|
B 82 3⁄3 | ||||||||
| 19564 |
Enables exploring Microsoft Fabric / Power BI workspaces and semantic models, a…
|
B 82 3⁄3 | ||||||||
| 19565 |
🚀 Active Fork of executeautomation/mcp-playwright
This repository is an activel…
|
B 82 4⁄3 | ||||||||
| 19566 |
Structured-output enforcer: extract and validate JSON from messy LLM text.
|
B 82 3⁄3 | ||||||||
| 19567 |
Persistent project memory + architectural decisions + pre-execution safety hook…
|
B 82 3⁄3 | ||||||||
| 19568 |
Italian e-invoicing: FatturaPA XML/SDI v1.2.3, 27 tools. UBL 2.1 and CII wire f…
|
B 82 3⁄3 | ||||||||
| 19569 |
clickup-mcp-server
Claim
|
B 82 4⁄3 | ||||||||
| 19570 |
lazy-tool
Claim
local-first MCP discovery runtime for agents — search before invoke, reduce pro…
|
B 82 3⁄3 | ||||||||
| 19571 |
A lightweight MCP server that exposes IDA Pro's disassembly, decompilation, and…
|
B 82 3⁄3 | ||||||||
| 19572 |
Provides comprehensive Discord bot automation with 71 tools for messaging, chan…
|
B 82 4⁄4 | ||||||||
| 19573 |
.
|
B 82 3⁄3 | ||||||||
| 19574 |
MCP server that gives Claude and other MCP hosts full access to Mail.app on mac…
|
B 82 3⁄3 | ||||||||
| 19575 |
Browser and mobile app automation using WebdriverIO, enabling AI agents to cont…
|
B 82 4⁄3 | ||||||||
| 19576 |
MCP server for Reddit Ads API v3 enabling campaign management, ad creation, per…
|
B 82 3⁄3 | ||||||||
| 19577 |
Semantic search and RAG over Apple Notes with on-device embeddings, full CRUD, …
|
B 82 3⁄3 | ||||||||
| 19578 |
SEO analysis - meta tags, keywords, links, page speed
|
B 82 3⁄3 | ||||||||
| 19579 |
Apache Superset MCP server — 135+ tools for dashboards, charts, datasets, SQL L…
|
B 82 4⁄3 | ||||||||
| 19580 |
MCP server adapter for mikuproject, providing tools, resources, and prompts to …
|
B 81 3⁄3 | ||||||||
| 19581 |
Ranked local code-graph context for AI coding agents. Intercepts reads + greps.…
|
B 81 3⁄3 | ||||||||
| 19582 |
Wraps the Claude Agent SDK as MCP servers, letting you spawn multiple specializ…
|
B 81 3⁄3 | ||||||||
| 19583 |
Open eval leaderboard + CI gate for autonomous coding agents (solve, score, tra…
|
B 81 3⁄3 | ||||||||
| 19584 |
Persistent code indexing for AI assistants. 50x less context than grep. 11 lang…
|
B 81 4⁄3 | ||||||||
| 19585 |
MCP server for Google Search Console, enabling querying search analytics, URL i…
|
B 81 3⁄3 | ||||||||
| 19586 |
MCP Sentinel
Claim
Zero-trust MCP security proxy with policy enforcement, PII scrubbing, approvals…
|
B 81 3⁄3 | ||||||||
| 19587 |
Give your AI coding agent an architecture canvas to design and evolve diagrams.
|
B 81 3⁄3 | ||||||||
| 19588 |
MCP server giving AI a knowledge graph over Obsidian vaults. 13-layer scoring t…
|
B 81 3⁄3 | ||||||||
| 19589 |
Audits package lockfiles for vulnerabilities, supporting npm, yarn, and pnpm. R…
|
B 81 3⁄3 | ||||||||
| 19590 |
MetaTrader 5 MCP Server
Claim
Enables comprehensive access to the MetaTrader 5 trading platform for retrievin…
|
B 81 4⁄3 | ||||||||
| 19591 |
Enables remote Linux VM management via SSH with automatic safety checks for des…
|
B 81 3⁄3 | ||||||||
| 19592 |
MCPSDK.dev(ToolSDK.ai)'s Awesome MCP Servers and Packages Registry and Database…
|
B 81 4⁄3 | ||||||||
| 19593 |
Avito API MCP for AI agents — 148 tools, safe-by-default, stdio or remote HTTP …
|
B 81 3⁄3 | ||||||||
| 19594 |
mcdev MCP: wiki search, .mcdevrc help, journey checklists, metadata types via m…
|
B 81 3⁄3 | ||||||||
| 19595 |
AI-powered security operations for Wazuh SIEM—use any MCP-compatible client to …
|
B 81 4⁄3 | ||||||||
| 19596 |
Connect AI agents across any network — zero config, encrypted, skill-based rout…
|
B 81 3⁄3 | ||||||||
| 19597 |
Bridge package enabling seamless integration between Model Context Protocol (MC…
|
B 81 4⁄3 | ||||||||
| 19598 |
Enables AI coding agents to securely execute shell commands on remote SSH serve…
|
B 81 3⁄3 | ||||||||
| 19599 |
IMAP/SMTP email MCP server with 42 tools for reading, searching, sending, sched…
|
B 81 4⁄3 | ||||||||
| 19600 |
An MCP server for academic paper search that integrates with AI assistants (e.g…
|
B 81 3⁄3 | ||||||||