MCP Servers 9,649
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Freshcontext
Freshness-aware AI retrieval with 21 MCP tools for timestamped, decay-ranked live signals.

Vaara
Accountable autonomy proxy: gating, tamper-evident audit, time anchor for every action

thread-keeper
Multi-agent shared brain across Claude, Codex, Antigravity, Gemini, Copilot, and VS Code.

Apple System
Read and manage macOS system settings and perform scoped desktop actions.

SeekLink
Local read-only semantic search for Markdown vaults through MCP.

IFC MCP
Local IFC/BIM MCP server with IfcOpenShell Python in Pyodide and an IFC viewer.

Server AnalyzerNew
MCP server for Python, JavaScript, and TypeScript code analysis with Ruff, ty, Vulture, and Biome

DataCharter
Local-first, contract-governed data explorer with read-only, PII-masked query tools for AI agents.

GirderNew
Semantic-graph code context: one function instead of a whole file, and minimal test selection.

CIPP
MCP server for CIPP — M365 multi-tenant management for MSPs (users, tenants, policies).

Velocirag
Lightning-fast RAG for AI agents.

Coalent
Fresh, attributed facts from your sources — cached, and invalidated the moment a source changes.

Vulnicheck
HTTP MCP Server for comprehensive Python vulnerability scanning and security analysis.

pkgxray
Pre-install security scans for npm packages, MCP servers, and AI agents with cited verdict evidence.

Hydrolix
An MCP server to query Hydrolix

Glassbox Framework
Runtime constitutional verification for AI answers — claim reasoning, ECS, red team, audits.

Bomly
Give your coding agent the dependency graph it is about to change: scan, diff, explain, audit

Humanpen
Document-level AI humanizer for .docx/.pptx: whole file, selected passages, or flagged text.

Microsoft 365 Admin
Microsoft 365 administration via Graph API application permissions (read-only by default).

Interactive Leetcode
Interactive LeetCode MCP server with authorization and solution submission capabilities

Kicad Server
MCP server for AI-assisted PCB design with KiCad 9.x

OctoCounts MCP ServerNew
Analyze and compare public GitHub repo line counts (SLOC) via OctoCounts, from any MCP client.

