AI Models & Agents MCP servers
Servers that route to models, run embeddings and RAG, or orchestrate other agents.
Yaver
Phone-first local dev MCP for Claude Code and Codex: install Yaver, pair mobile, run, build, deploy.
Agent Interviews MCP Server from MCPBundles
RemoteAgent Interviews is an AI-powered research platform designed to conduct qualitative interviews an...
mcp
RemoteEU-native PaaS for AI agents — deploy web apps with one sentence, managed Postgres, GDPR by default.
A202
Verifiable agreements for agent-led commerce: mandates, obligations, evidence, transaction records.
adrkit decision memory
Deterministic, offline, read-only ADR decision memory for coding agents. No model or network calls.
AgentUtility Model Router
MCP server for the @agentutility model-router cluster — pay-per-call x402 tools, no API keys, USDC…
ai-consensus
Standing review layer for coding agents: Claude, GPT and Gemini debate, return consensus + dissent.
APIFreaks MCP
APIFreaks MCP: live APIs for agents. Enable modules with ENABLE_MODULES; discover via list_modules.
bernstein
The open-source governance layer for AI agents. Byte-identical run receipts, 40+ adapters, air-gap.
brainllm
Persistent graph-structured memory for LLMs in TriliumNext Notes — readable and editable by humans.
Clawifi
Agent-native internet gateway: typed search, fetch, scrape, crawl, and extract via the Clawifi API.
ContextBridge
MCP memory server for AI coding assistants. Windows Service, ONNX embeddings, SQLite vector search.
ContextPull
Exact document sections on demand for LLM agents: index in context, search, read, grep, neighbours.
DataSinking
Full-text Asian financial reports (China, Korea, Japan) as clean Markdown — 6 tools for RAG agents.
Datavidence Financials
Normalized US-GAAP financial statements & fundamentals from SEC EDGAR, as MCP tools for LLM agents.
decaframe
Presentations, slides, reports and one-pagers your agent designs and you edit. Exports to one file.
Doc Bridge
Resolve documentation ownership, edit roots, checks, and human handoffs before an agent edits code.
Elicitly
Human-in-the-loop for AI agents over MCP elicitation: confirm/form dialogs plus a capability doctor
FeatureBoard
Local-first project board MCP: an AI agent plans, works, verifies, and ships tickets from markdown.
FetchSandbox
A deterministic verification engine for agents. Proves a fix: fails on the old code, passes on new.
forkmind
Branchable LLM history DAG + encrypted context capsules agents can save, restore, and crypto-shred.
gctrl
Governed graph-native agent memory: knowledge extraction, fusion, hybrid RAG, scoped access tokens.
Hicortex — AI Fleet Memory
Shared fleet memory for AI agents: nightly self-correction, recall every prompt (supported agents).
HOL Guard
Local-first AI agent security evidence and approval workflows through HOL Guard's stdio MCP server.
Junê
Shared, cited knowledge-graph memory for agents — ask, search, remember, keep standing instructions
K8s MCP Server (Go)
Safe Kubernetes access for AI agents via MCP. Read-only by default, with explicit permission modes.
kavel-mcp
Discover Kavel's AI photo/video generators, get tuned prompts, and open the right tool on kavel.ai.
LLM Sandbox
Securely run LLM-generated code in isolated containers across 7 languages and 3 container backends.
markitai
Convert documents, images and web pages to clean Markdown, for agents: single, URL and batch tools.
mcp
Detect prompt injection, jailbreaks, and code injection in untrusted text before it reaches an LLM.
mcp
Lightweight browser automation for AI agents: navigate, screenshot, extract, PDF. One small binary.
mcp-server
Wallets, payments and human hiring for AI agents: pay other agents, escrow a budget, hire a person.
mcpm
MCP security guard + package manager: trust-scored installs, blocks prompt injection and rug-pulls.
memshelf-mcp
Working memory for AI agents: digest-indexed episodes on a git shelf, recalled a section at a time.
Norn
Local-first, persistent memory for AI coding agents — remember, recall, forget, and list, over MCP.
Nuzo Memory
Local-first, auditable memory for MCP-compatible AI agents with explicit writes and SQLite storage.
ocm-mcp-server
Guardrailed fleet ops for AI agents: multi-cluster Kubernetes via OCM with policy, approval, audit.
ocm-mcp-server
Guardrailed fleet ops for AI agents: multi-cluster Kubernetes via OCM with policy, approval, audit.
pendpost
Local-first social MCP: an agent drafts and schedules posts; you approve before anything publishes.
plumb-mcp
Two-way Figma MCP: extract + verify design-to-code, or generate on-brand Figma pages from a prompt.
rag-rat
Repository intelligence, code graph, history, papertrail, and cross-agent memory for coding agents.
simplefunctions
RemoteCalibrated world model for AI agents. 40 tools: world state, markets, trading. Kalshi + Polymarket.
Solar Data
US open solar data for agents: PVWatts production, tariffs & ROI, market data, forecasts. 18 tools.
Steel Brain
Trade-verified steel grade properties, substitution verdicts, and mill-cert guidance for AI agents.
stellavault
Local-first MCP server: Claude searches, asks & drafts from your Obsidian vault. 21 tools, no keys.
Story Mapper
User story map + kanban with a live browser UI; AI agents and humans plan the same backlog via MCP.
Tentra — Memory for AI Coding Agents
RemoteMemory for AI coding agents. Call graphs + refactor safety + persistent code context. 35 MCP tools.
Total Agent Memory
Persistent local memory for coding agents: temporal knowledge graph, procedural and episodic recall