MCP servers · AI, RAG & memory
50 listings on this page, in order of arrival. Each one has its own page with README, repository facts and source links.
- ClawPipe
Cost-optimized LLM pipeline + 6 AI security skills (reasoning, triage, remediation, compliance). - webfetch ★ 55
Self-hosted web search for LLM agents: search -> fetch -> rank pipeline with semantic caching - Kongen Labs — Pattern Intelligence
LLM reasoning regime detection, cross-domain pattern transfer, and model routing. - io.github.fjnunezp75/gpu-bridge ★ 2
30 GPU-powered AI services as MCP tools. LLM, image, video, audio, embeddings & more. - llmtrim ★ 229
MCP server and proxy that compresses LLM prompts, tool output, and replies to cut token cost. - io.github.flsteven87/llm-wiki-mcp ★ 1
MCP server for Karpathy-style LLM wikis: persistent markdown your agent grows over time. - io.github.flukeatzerocool/infobroker
Multi-provider research MCP server: unified web search, fact-checking, personal knowledge base. - io.github.flytohub/flyto-indexer ★ 4
Code intelligence MCP server — impact analysis, semantic search, dependency graphs - io.github.forkflux/forkflux-mcp ★ 6
Self-hosted multi-agent collaboration and audit layer for AI-assisted engineering teams - io.github.formulahendry/mcp-server-mcp-registry ★ 4
MCP Server for MCP Registry to discover and search for available MCP servers in the registry - io.github.fourleafai/clover-public ★ 5
Job search and interview prep MCP. 11 tools, OAuth 2.1, cross-LLM. four-leaf.ai. - io.github.frankchu91/mindbase ★ 96
LLM-maintained personal wiki: cross-references sources, flags contradictions. Local markdown. - Homestead Memory ★ 1
Tamper-evident record of what your AI agent did, plus local-first verifiable memory. - io.github.fulminate-io/knowledge-mcp ★ 1
Persistent memory graph for coding agents: hypotheses, evidence, and decisions survive sessions. - io.github.furkanisikay/ardupilot-mcp ★ 4
Diagnoses ArduPilot DataFlash flight logs over the Model Context Protocol. - Cortex Memory Engine ★ 31
Local-first AI memory engine — 4-tier memory, people graph, Bayesian beliefs. Encrypted, 62µs. - Aguara MCP ★ 4
Scan skills, MCP configs, and agent content for injection and supply-chain risks. Offline, no LLM. - AI Skill Store ★ 4
Agent-first skill marketplace with USK open standard for Claude, Cursor, Gemini, Codex CLI. - MCP Safety Warden ★ 8
MCP proxy adding security scanning, behavioral profiling, risk gating, and safe tool call execution. - ssh-mcp ★ 4
MCP gateway for controlled SSH access with per-client auth, command policies, and audit logging. - MCPSentinel ★ 1
Precision-first security scanning for Model Context Protocol servers. - io.github.georgeracu/google-jules-mcp-server ★ 2
Model Context Protocol server for Google's Jules AI coding agent - io.github.geraservicesuk/mcp-gera-nexus
GeraNexus MCP (placeholder) — open Agentic Commerce Protocol by Gera Services. Launching 2026. - io.github.geraservicesuk/mcp-geraquest
AI prompt engineering game: challenges, leaderboards, community prompts. - argot ★ 48
Read-only context and complete checks against patterns learned from git history. Local; no LLM. - io.github.getjoystick/nanobanana-mcp ★ 1
Lean MCP server for Google's Nano Banana (Gemini) image models. Returns file paths, not base64. - haiku.rag ★ 607
Local-first agentic RAG with citations - hybrid search, reranking, multimodal document retrieval - Ghost in the Droid ★ 352
Give any LLM agent a real Android or iPhone as its body. 62 MCP tools for mobile automation. - io.github.giancarloerra/socraticode ★ 3,295
MCP server for enterprise local codebase indexing, semantic search, and code dependency graphs. - Giskard Memory
Pay-per-use semantic memory for AI agents. SHA256 commitment, Ed25519 sig, Lightning. - io.github.gitmem-dev/gitmem ★ 9
Persistent institutional memory for AI coding agents. Memory that compounds. - EchoVault Memory ★ 4
Local-first memory for coding agents; stores decisions, bugs, and context across sessions. - io.github.gogogadgetbytes/smart-connections ★ 3
MCP server for Obsidian Smart Connections. Semantic search using your vault's embeddings. - io.github.gong8/knownissue ★ 1
Shared debugging memory for AI coding agents - io.github.gowtham0992/link ★ 180
Local personal memory for agents as MCP tools — remember, recall, search, context, graph traversal. - Chart Library — Market-state research ★ 20
Market memory for AI: historical states, published studies and source evidence. - GraphPilot ★ 15
Structural memory for coding agents: callers, callees, blast radius and symbols over MCP. - MCP CPG Agent Protocols
BPC Agentic Commerce Signals - MCP CPG Knowledge Graph
CPG Knowledge Graph: product, brand, manufacturer, retail, market and procurement intelligence - io.github.grossiweb/toolroute ★ 1
Route AI agent tasks to the best MCP server and LLM, scored on 132+ real benchmark executions. - Gryz ★ 2
Cross-agent memory your users own, plus one-step doc publishing. Free with a Gryz account. - Epitome ★ 8
Personal AI memory — gives every AI agent shared, persistent memory of you - DocAuto
Model Context Protocol server for the DocAuto document-generation API. - Pathmark ★ 3
Local-first intent and provenance for Codex, Claude Code, Cursor, Gemini CLI, and MCP agents. - Plato's Kallipolis
Read-only MCP tools for AI agent discovery, structured resources, and NIULAI information. - Writing MCP ★ 1
Metadata-first fiction editing and reasoning tools for long-form writing projects. - Universal Brute Workpack
Stdio-first Agent MCP workpack for local tools, audit chains, search, memory, and pipelines. - Unified AI System MCP Gateway ★ 6
Self-hosted MCP gateway for Codex, Cursor, and Cline with provider-free prompt enhancement. - Memoize — persistent agent memory
Persistent cross-session memory shared by Codex, Claude Code, ChatGPT, and other AI agents. - io.github.hashgraph-online/hashnet ★ 13
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