Qdrant
Implement semantic memory layer on top of the Qdrant vector search engine
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Multi Database MCP Server
Enables direct interaction with MySQL and PostgreSQL databases through a Go-based connectivity layer that supports both local stdio and production SSE…
mcp-testing-kit
The testing library you need to test your MCP servers
1NCE API MCP Server
MCP Server for integration of LLMs with the 1NCE Management API
Defen.so
A security layer for Modern Apps/sites
CHIVOX AI
The assessment layer for spoken language agents — phoneme-level diagnosis, fluency scoring, and Mandarin tone analysis, served through a single function call…
DataGrout
DataGrout - Discovery, governance, and orchestration layer for AI agents working across multiple MCP servers and integrations.
EVIDE MCP
External evidentiary crystallization layer for AI governance, accountability anchoring, and independently verifiable decision records.
vHAL MCP Server
Search Android Vehicle Hardware Abstraction Layer (vHAL) documentation and source code from a local repository clone.
Mori
Shared memory layer for AI coding agents with dream pipeline distillation, session grounding, and multi-instance coherence.
ForkFlux MCP
Coordination layer for AI agents across isolated developer local environments (devices)
Knowledge Graph
A knowledge graph-driven persistent memory layer for coding agents and LLM workflows.
infimium
private context layer for ai agents
Memento-cmp
A Three-Layer Memory Architecture for LLMs (Redis + Postgres + Vector) MCP
AISentinel
Security, control & observability layer for AI agents: pre-tool policy enforcement (allow/block/require_human_approval) + append-only JSONL audit logs. Wraps…
Node9-Proxy
The Execution Security Layer for the Agentic Era. Providing deterministic "Sudo" governance and audit logs for autonomous AI agents.
HookSense
Webhook & callback layer for AI agents — create a callback URL, wait_for_callback instead of polling, and verify signatures over MCP.
PocketLantern
Blocker-aware decision layer for AI coding agents. Adds source-linked, time-sensitive blockers to AI technical choices — breaking changes, EOLs, lock-in…
widemem.ai
Open-source AI memory layer with importance scoring, temporal decay, hierarchical memory, and YMYL prioritization
Routestackai
The Travel Infrastructure Layer for AI Agents
AppHandoff
Hosted MCP server and coordination layer for AI coding agents — live API contracts, database schema, frontend/backend mismatch detection, and shared handoff…
AI Consensus
Standing review layer for coding agents: Claude, GPT and Gemini debate each answer and return one recommendation plus the strongest dissent.
Ontario Protocol
x402 preflight and trust layer for autonomous agents
/vibe
Social layer for AI coding — DMs, presence, discovery, and multiplayer games between developers. npm: slashvibe-mcp | Install: npx -y slashvibe-mcp