AI & Model Tooling MCP servers

MCP server for progressive tool usage at any scale (see https://klavis.ai)

hand-reviewed5.8k starschecked yesterday

A Model Context Protocol server for generating charts using AntV.

hand-reviewed4.2k stars36k dl/wkchecked today

Universal MCP Server with advanced AI memory capabilities and semantic search.

hand-reviewed306 starschecked yesterday

Zero-trust, air-gapped Enterprise GraphRAG MCP server with offline, citation-grounded answers.

hand-reviewed296 starschecked today

Gemini 3 MCP server with 30+ tools: images, video, research, TTS, code exec & CLI

hand-reviewed211 stars735 dl/wkchecked yesterday

Ranked local code-graph context for AI coding agents. Intercepts reads + greps. Apache-2.0.

hand-reviewed137 stars334 dl/wkchecked today

Remote MCP server for Tandem docs, install guides, SDKs, workflows, and agent setup help.

hand-reviewed109 starschecked yesterday

Map text into knowledge graphs to create a structured representation of conceptual relations and t…

hand-reviewed94 starschecked yesterday

Local personal memory for agents as MCP tools — remember, recall, search, context, graph traversal.

hand-reviewed86 starschecked today

MCP server for Langfuse LLM observability — trace and observation analysis.

hand-reviewed72 stars73 dl/wkchecked yesterday

Agent-first cognitive substrate: 20 verbs + 50 lint dims over a self-validating graph.

hand-reviewed64 starschecked yesterday

AI agent identity, permissions, trust scores, and tamper-evident audit trails via Vorim AI

hand-reviewed39 stars384 dl/wkchecked today

MCP server exposing Signet cryptographic signing, verification, and content hash tools over stdio.

hand-reviewed37 stars192 dl/wkchecked yesterday

Kiln MCP server for agents: design, slice, print, monitor, and recover physical objects safely.

hand-reviewed31 starschecked today

Pool 18 LLM providers through MCP: ask, panel, tokenmax, route, models, quota, and stats.

hand-reviewed30 starschecked yesterday

Create and manage secure sandboxes for running AI agent code

hand-reviewed27 starschecked yesterday

Persistent memory MCP server. 25 tools, BM25+MMR+OOD retrieval, CFR-21 audit, knowledge graph.

hand-reviewed26 stars232 dl/wkchecked yesterday

Intent-bound action authorization for AI agents: policy, human approval, and a signed audit trail.

hand-reviewed26 starschecked today

Verified memory for coding agents: claims cited against code, stale withheld, savings receipts.

hand-reviewed23 stars1.2k dl/wkchecked yesterday

Generate QA datasets & evaluate RAG systems with failure diagnosis. Any LLM.

hand-reviewed22 starschecked yesterday

Local-first, LLM-agnostic memory layer for AI assistants.

hand-reviewed21 stars325 dl/wkchecked yesterday

Control FiftyOne computer vision datasets through AI assistants using 80+ operators.

hand-reviewed20 starschecked yesterday

Community of Consciousness MCP Server — upload and explore collective wisdom via GitHub.

hand-reviewed18 starschecked yesterday

Persistent memory for AI agents — 98%+ retrieval recall, 99% token savings, 44 tools

hand-reviewed16 stars236 dl/wkchecked yesterday

Multi-model AI orchestration with 31 tools, YAML workflows, and 5 token-optimized profiles.

hand-reviewed15 stars668 dl/wkchecked today

MCP server — control remote desktops via VNC with a native Swift daemon and Apple Vision OCR

hand-reviewed15 stars249 dl/wkchecked today

Spawn multiple specialized Claude Code agents as MCP servers, each independently configured.

hand-reviewed15 stars179 dl/wkchecked today

Spawn multiple specialized Codex agents as MCP servers, each independently configured.

hand-reviewed15 stars163 dl/wkchecked today

Mistral AI MCP server: chat, OCR, Voxtral audio, Codestral FIM, vision, agents, batch.

hand-reviewed11 stars282 dl/wkchecked today

Emotional intelligence for AI agents: neurotransmitter mood, personality, empathy, trait drift.

hand-reviewed10 stars232 dl/wkchecked today