AI & LLM tooling MCP servers

Up-to-date code docs for any prompt

법제처 국가법령정보를 LLM에서 바로 조회하는 MCP 서버. 법령·판례·조례 검색과 인용 검증 | MCP server for Korean law — search statutes, precedents, and ordinances, and verify citations

🚀 One sentence → your one-person company of AI experts → complete deliverable in minutes. 267 CN + 184 EN + 5 more languages (ko/ru/pt-BR/id/ar) · zero-code YAML · auto-verified acceptance · Web Studio / Desktop / Docker · 11 LLM providers (7 key-free). 一句话组建你的「一人公司」AI 专家团队，几分钟交付完整方案；验收自动核验，网页 / 桌面 / Docker 全渠道。

Open-source memory and context for user-aware agents: scoped memory, provenance, retrieval quality, correction, boundaries, evals, and MCP/HTTP access.

Structural memory for AI coding agents. Bi-temporal graph, MCP-native, zero LLM calls. Cursor · Claude Code · Codex · DeepSeek Harness · Hermes · VS Code · Windsurf.

MCP server for OpenCode AI — 70 tools, 10 resources, 5 prompts. Use npx opencode-mcp with Claude Desktop, Claude Code, Cursor, Windsurf, or any MCP client.

AI image generation and editing with prompt optimization and quality presets

Let LLMs interface with your tasks and projects through the Model Context Protocol. Add, organize, and query your OmniFocus database with natural language commands.

Deterministic, local-first memory and guardrails for AI coding agents with no LLM in the hot path.

Supports GPT Image 2, Seedance & ComfyUI, with a 1,400+ prompt library, carefully crafted hooks and a multi-task orchestration system

Session memory for coding agents: local-first recall, drift detection, on-device inference.

Security layer for AI agents: blocks prompt injection, detects fake packages, scans vulnerabilities.

Node.js/TypeScript MCP server for Atlassian Bitbucket. Enables AI systems (LLMs) to interact with workspaces, repositories, and pull requests via tools (list, get, comment, search). Connects AI directly to version control workflows through the standard MCP interface.

多模型视觉理解 MCP 服务器，为不支持图片理解的 AI 编码模型提供视觉能力：分析截图、报错、UI 与文档，可接入多家主流视觉大模型。Multi-model vision MCP server that adds image understanding to AI coding models without native vision — analyze screenshots, errors, UI and documents via major vision LLM providers.

Chat with 300+ LLMs via OpenRouter. Analyze and generate images, audio, and video from MCP.

Make your Codex subscription last up to 2.7x longer. Search with Luna, code with Sol. Native MCP server for OpenAI Codex.

DeepSeek Harness MCP Connector and MCP Server marketplace with over one hundred MCP connectors. Discover, authorize, and manage connections; supports OAuth 2.0 PKCE, API keys, stdio/HTTP, mcpServers JSON import, and tool and prompt discovery. Maintained by Qichacha/QCC.

Validate VAST, VMAP, and DAAST ad tags against IAB specs. 232 rules, pure Rust core.

Transcribe local audio with FunASR and SenseVoice using private, on-device inference.

An autonomous agent that conducts deep research on any data using any LLM providers

Reusable prompt templates, multi-step workflow chains, and quality gates for any MCP client.

Generate images and video from text prompts across Gemini, OpenAI and Kie AI.

Shared, peer-validated knowledge archive for AI agents — search, contribute, and validate via MCP

Mock, record/replay, verify and chaos-test any HTTP, REST, gRPC or LLM dependency over MCP.

Read/Link MCP tools for Schlüsseldienst Ludwigsburg ikeytz. Public read-only. No forms. ai-train=no.

GraphQL gateway for LLMs. Handles huge GitHub GraphQL & @neo4j/graphql schemas without crashing

Trazum as an MCP server: let an agent price and budget its own prompts before it sends them.

Provide token-optimized, structured YouTube data to enhance your LLM applications. Access efficien…

Turn a web app's interaction surface into a typed, traversable skill graph an LLM can plan over — the frontend sibling of footprintjs.

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

Generate app icons, favicons, OG images, and logos by routing across 30+ image models.

Two-way Figma MCP: extract + verify design-to-code, or generate on-brand Figma pages from a prompt.

LLM-Driven Extraction of Unstructured Data — Built for API Deployments & ETL Pipeline Workflows

MCP Server for BoondManager API - 182 tools, 12 prompts, 22 resources (ERP/CRM)

MCP server to integrate AWS S3 and LLM

Cross-agent permission policy for AI coding agents. MCP sync daemon, CLI, codecs, and evaluator. One .agents/permissions.json for every agent.

HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, GPT, Copilot, etc.) autonomously run 150+ cybersecurity tools for automated pentesting, vulnerability discovery, bug bounty automation, and security research. Seamlessly bridge LLMs with real-world offensive security capabilities.

Lemonade helps users discover and run local AI apps by serving optimized LLMs right from their own GPUs and NPUs. Join our discord: https://discord.gg/5xXzkMu8Zk

Query core AI knowledge, essays, executable Labs, Homeric data and epistemic claims.

Persistent knowledge graph MCP server for neurodivergent thinking. BM25 search, no cloud LLM.

Agent-operated web + product analytics. 79 tools + 14 prompts; answers provably match the dashboard.

Enterprise AI Platform with guardrails, MCP registry, gateway & orchestrator

Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP/A2A Support

MCP security scanner: detect tool poisoning, prompt injection & rug-pulls - 10 OWASP heuristics.

Store, query, and create YAML workflow playbooks for LLM agents.

Open-source AI Agent platform — 80+ MCP tools, 7 channels (Slack/Discord/LINE/Telegram), Rust + Python. Self-hostable Claude/GPT alternative for production multi-LLM systems.

DeepSeek Harness plugin for local image / voice / music / SFX generation: the same character stays the same character across calls, degenerate output is refused rather than returned, and the GPU is untouched when idle. Hand the image half to any OpenAI-shaped API instead and its engine and 10.1 GiB of weights are never installed.

Spanish e-invoicing with VeriFactu (AEAT): issue invoices, manage customers, validate NIFs.

Codingbuddy orchestrates 29 specialized AI agents to deliver code quality comparable to a team of human experts through a PLAN → ACT → EVAL workflow.

MCP server bridging AI assistants to OpenAI Codex CLI for code analysis and review

Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP server.

You're the boss, agents are your team. They handle tasks on their own, message each other, and review each other's work. You just watch the kanban board and give high-level commands. Codex/Claude/OpenCode/Cursor/Grok/GitHub Copilot/Kiro/Z.AI/MiniMax/Kimi(200+ models, 75+ LLM providers, free models no auth). Build your AI company with multiple teams

45 judges that evaluate AI-generated code for security, cost, and quality with built-in AST.

v0.5.0 · Testing for MCP servers: an in-memory harness and matchers for your own tests, plus npx checkmcp, 25 spec-cited conformance checks in one command across tools, resources and prompts.

Turn ChatGPT Web into a real coding agent on your own repos - read, edit, build, test, git, PRs. MCP server with OAuth 2.1, driven by GPT-5.6 Sol on ChatGPT Plus/Pro. No OpenAI API key, no per-token API bill.

36 MCP tools for projects, tasks, workers, QR/NFC tags, and AI remediation. Task. Scan. Done.

Offline persistent memory for AI coding agents — 35 tools, 80% fewer calls, no LLM

Open Source Implementation of Karpathy's LLM Wiki. Upload documents, connect your Claude account via MCP, and have it write your wiki !

Evaluate, simplify, and differentiate mathematical expressions.

MCP server for OpenAI Image Generation & Editing — text-to-image, image-to-image (with mask), no extra plugins.

The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.

Persistent understanding via workflow prompts, typed updates, graph-native code, and supersession.

A Model Context Protocol (MCP) server offering professional tools and templates for hierarchical prompting, code hygiene, visualization, memory optimization, and agile planning.

Stop shipping agents on vibes. Score every agent output for quality, safety, and cost.

A Model Context Protocol (MCP) server that provides access to GitBook's API for AI assistants and LLM applications.

Lightweight Long-Term Memory for LLM Agents.

French RNCP/RS certification registers: search, sheets, blocs, validity, SIRET habilitation.

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

A markdown editor — and the bridge to your LLM. Local-first, MIT, ~15 MB. Bundled MCP server lets Claude Code / Codex / Cursor drive your vault directly. 14 AI providers BYOK.

Alpaca’s official MCP Server lets you trade stocks, ETFs, crypto, and options, run data analysis, and build strategies in plain English directly from your favorite LLM tools and IDEs

Dive is an open-source MCP Host Desktop Application that seamlessly integrates with any LLMs supporting function calling capabilities. ✨

One MCP server routes LLM calls across 20+ providers, using round-robin dispatch and fallback to reduce rate-limit interruptions and cut costs up to 100x.

Route AI agent tasks to the best MCP server and LLM, scored on 132+ real benchmark executions.

AgentChat 是一个基于 LLM 的智能体交流平台，内置默认 Agent 并支持用户自定义 Agent。通过多轮对话和任务协作，Agent 可以理解并协助完成复杂任务。项目集成 LangChain、Function Call、MCP 协议、RAG、Memory、HITL、Skill、Milvus 和 ElasticSearch 等技术，实现高效的知识检索与工具调用，使用 FastAPI 构建高性能后端服务。

Zero-Trust PII & secrets sanitizer. Locally scrubs data in-memory before sending context to LLMs.

Harness the power of local LLMs with this TUI MCP Client for Ollama. Featuring all core MCP primitives (tools, prompts, resources), agent mode, multi-server, model switching, streaming responses, human-in-the-loop, thinking mode, model params config, system prompts, and saved preferences.

APISIX Model Context Protocol (MCP) server is used to bridge large language models (LLMs) with the APISIX Admin API.

MCP Servers

MCP server for AI agent bank accounts on Sui — 23 tools, 15 prompts, stdio transport

Open-source LLM knowledge base: team chat into a typed knowledge graph and auto-generated wiki.

OpenAI Ads MCP for ChatGPT Ads campaigns, creatives, audiences, insights, and conversions.

Scans MCP servers for tool poisoning, prompt injection and supply chain risks.

Crypto market signals and portfolio telemetry. 6 tools pay-per-call in USDC, no API key.

AI-native MCP server to design and manage Cisco network diagrams (L1/L2/L3, PPT/SVG) from LLMs.

Check if a task runs locally vs cloud. Save money on calls that don't need cloud inference.

Process video, audio, images, and documents with 86+ cloud media processing robots.

Zero-auth MCP: image optimize, cited storage/format data, and dev utilities LLMs get wrong.

CourtListener MCP — Free Law Project's CourtListener API (free, no auth required for basic access)

Local-first LLM orchestration: memory, knowledge, state, routing, swarm, API discovery, plugins.

Public Spotify metadata, lyrics and podcasts for LLM agents. No API key, read-only.

Real-time SEC Form 4 insider trading + Form 144 & 13F-HR data. 27 tools + 6 research prompts.

AI news, model pricing, service status, and machine-payable premium tools. AFTA-certified.

Audit a site's structured data and llms.txt, match a trade to a template, and quote real prices.

One-stop quant-trading AI agent — research · strategy · backtest · paper trade from one prompt. Works in Claude Code, Cursor, and 20+ AI agents via MCP. 60-second install with auto Skill registration.

A self-hosted sandbox for red teams to test payloads against modern detection before deployment. MCP integration lets an LLM agent drive analysis end to end.

Enterprise AI bastion host for secure AI API and MCP access, with unified proxying, RBAC, audit logs, rate limiting, and cost tracking across OpenAI, Anthropic, Gemini, and self-hosted LLMs.

TheSportsDB MCP — sports catalog (teams, players, events)

Polygon.io MCP.

AI-assisted PCB design for KiCAD 10. Native KiCAD plugin — a single Rust binary exposing 217 schematic, layout, routing, placement, design-review, and manufacturing tools to Claude, or the LLM of your choosing

The fastest workflow for every AI coding agent. Live status, quick prompts, worktrees, and diff review from one tmux TUI.

Cinematic website prompts as slash commands, tuned for Lovable, Bolt, Cursor and Claude.

Config-driven engine that turns JSON into production-grade AI agents. Multi-agent orchestration, 12+ LLM providers, MCP/A2A protocols, RAG, persistent memory, and enterprise compliance (EU AI Act, GDPR, HIPAA). Built on Quarkus.

A MCP server that gives LLMs direct access to the AT Protocol ecosystem, enabling seamless interaction with Bluesky and other AT Protocol-based social networks.

HSM-backed vault secrets for AI agents (JIT fetch) plus prompt-injection and threat scanning.

API-Football MCP — comprehensive soccer/football data

BridgeNode — x402 pay-per-request AI inference. OpenAI-compatible API + MCP, Solana USDC, gas-free.

Arkon: Enterprise AI Knowledge Hub & MCP Server. Self-hosted knowledge base for teams to manage RAG contexts, access policies, and AI skills. Connect Claude and other LLMs via Model Context Protocol (MCP) for automated, secure organizational knowledge integration.

Control and query Home Assistant from Claude and other LLMs — a Model Context Protocol (MCP) server.

The local-first LLM Wiki: open-source knowledge graph builder, RAG knowledge base, and agent memory store. Built on Andrej Karpathy's pattern. An Obsidian alternative for personal knowledge management, AI second brain, and durable Claude Code / Codex / OpenClaw memory.

Lichess public API: players, ratings, eval, tablebase, opening explorer

FDA medical-device regulatory intelligence from keyless openFDA datasets.

MCP server for mm-precision furniture search, fit checks, curated sets, and AIO audits.

Interact with Opik prompts, traces, datasets and metrics through the Model Context Protocol.

MCP connector for Wassenger WhatsApp API: Send messages, summarize conversations, automate anything on WhatsApp using text or voice from your favorite AI client like ChatGPT, Claude, Gemini, OpenAI and more 🎉

An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze iMessage conversations. It includes robust phone number validation, attachment processing, contact management, group chat handling, and full support for sending and receiving messages.

Build AI agents that actually do things. Synapse is an open-source platform for creating, connecting, and orchestrating AI agents powered by any LLM — local, cloud or CLIs.

EU law, article-level: GDPR, NIS2, DORA, EU AI Act + more, with EUR-Lex citations. Keyless.

Governance standard and reference toolset for LLM-maintained knowledge corpora

mempool.space MCP — Bitcoin block explorer + mempool/fee stats

Infrastructure that connects LLMs to ERPNext. Frappe Assistant Core works with the Model Context Protocol (MCP) to expose ERPNext functionality to any compatible Language Model

UK legal research — case law, legislation, Hansard, bills, votes, committees, HMRC, citations

Generate and edit images and video via OpenRouter or any OpenAI-compatible API.

Kalshi MCP — US-regulated prediction-market data (no auth on public reads).

Europe PubMed Central — biomedical literature search and full text

data.gov.sg MCP — Singapore open data + real-time environment/transport feeds

SEC XBRL MCP — wraps SEC EDGAR XBRL API (data.sec.gov)

Catalogue of Life — global taxonomic index of known species (~2.2M accepted names)

Persistent, verified memory for AI coding agents: recall, capture, guardrails, review queue.

A security scanner for your LLM agentic workflows

Wynncraft MMO player + guild + leaderboard + item DB lookups.

Quotes MCP — citation-grade quote API for public-domain authors.

STRATZ Dota 2 MCP.

Bungie.net Destiny 2 + clan API: manifest, profile, characters, stats.

Guild Wars 2 keyless public endpoints (worlds, items, achievements, build, commerce).

Unified Emacs interface supporting OpenAI Codex, Antigravity CLI, Claude Code, GitHub Copilot CLI, Opencode, and more

One-stop handbook for building, deploying, and understanding LLM agents with 60+ skeletons, tutorials, ecosystem guides, and evaluation tools.

OpenParliament.ca MCP — civic-tech mirror of the Parliament of Canada

AI Briefing MCP — Keep AI models current on industry developments

Local-first workbench to build, inspect & benchmark MCP servers against local or remote LLMs (LM Studio · Ollama · OpenRouter) — Web UI, CLI & MCP interface. Ships mcpscope-engine: an embeddable, zero-dependency TypeScript agent runtime.

A middleware to provide an openAI compatible endpoint that can call MCP tools

Bridge AI coding hosts to the OpenAI Codex CLI for delegated implementation.

Git-like undo and rollback checkpoints for OpenAI Codex CLI. Snapshot, diff, and restore files before and after Codex edits. MCP server + Codex hooks for an automatic safety net.

Package intelligence MCP for AI agents — 22 tools, 19 ecosystems, AGPL SDK, free.

A code repository indexing tool to supercharge your LLM experience.

SEC Form D fundraising intelligence.

Opptrix — AI驱动的全球多市场投研工作台 | Open-source LLM research assistant for China A-shares. 170+ MCP tools, factor screening, backtest, watchlist & Electron desktop. TypeScript · React · Fastify monorepo.

Production-grade MCP server for Wazuh SIEM — 55 security tools for alert triage, threat hunting, vulnerability management, compliance (PCI DSS, GDPR, HIPAA, NIST CSF, ISO 27001) and active response. Connect Claude or any LLM to your SOC. OAuth 2.1, RBAC, multi-cluster, air-gap ready.

Real-time LLM/VLM benchmarks, pricing, and recommendations. 300+ models, 5 sources.

Model Context Protocol (MCP) server for read-only interaction with NetBox data in LLMs

Generate 18 diagram types from structured JSON natively. Built for LLMs and agents.

Arkana - Your entire malware analysis lab, behind one AI prompt. 250+ MCP tools for binary analysis with Claude Code or other MCP

KYA MCP gate: evaluate, ingest, request approval. Sole PEP is Shield.

MCP server teaching AI agents to implement TideCloak: auth, E2EE, IGA, security analysis

Pocket Agent (aipocketagent.com) MCP server — read tools for personas, apps, and product info.

Guardrailed video editing for AI agents: FFmpeg, captions, effects, Hyperframes, and receipts.

Exact symbolic math for LLMs: integrals, equations, matrices, and claim verification via Giac/Xcas

Persistent memory for AI coding agents. Local-first. MCP-native. Auto-captured from Claude Code, shared with Cursor, Codex, and any MCP client. Your agents don't remember what you decided yesterday. Sigil does. Every prompt, every session, your context is already there.

Turn any website or API into structured JSON with LLM-authored declarative scraping configs.

Orange Book competitive intelligence from FDA's monthly official data ZIP.

MCP server that provides LLMs with tools for interacting with EVM networks

Python, LlamaIndex, LangChain, 15 Property Graph, 4 RDF , 10 Vector, OpenSearch, Elasticsearch, Alfresco, Nuxeo DBs. 14 data sources (10 auto-sync), KG auto-building, Ontologies, LLMs, Docling, LlamaParse, LiteParse, GraphRAG, RAG, Hybrid Search, AI Chat. TypeScript React, Vue, Angular frontends, REST, MCP Server. Options: Langflow, CocoIndex

An LLM-powered, autonomous coding assistant. Also offers an MCP and ACP mode.

Cosmic Score from 26 divination systems: the consensus when traditions disagree about you.

Unreal Engine plugin for LLM/GenAI models & MCP UE5 server. OpenAI GPT-5, Deepseek R1, Claude Opus/Sonnet, Gemini 3, Grok 4, Alibaba Qwen, Kimi, ElevenLabs TTS, Inworld, OpenRouter, Groq, GLM, Ollama, Local, Meshy, Tripo, Hunyuan3D, Rodin, fal, Dashscope, Seedream. NPC AI, agentic, chat, 3D gen, TTS, multimodal, image gen. UnrealMCP/UnrealClaude

High-performance Google Drive CLI and Model Context Protocol (MCP) Server for LLM/AI agents. Natively execute Google Apps Script (GAS) under a secure whitelisted runtime sandbox, automate transfers, and manage Drive infrastructure.

A WhatsApp bot that can participate in group conversations, powered by AI. The bot monitors group messages and responds when mentioned.

LLM-optimized Figma MCP server.

Shared console MCP server for any shell (bash, pwsh, cmd) — AI and user work in the same terminal. Real-time command visibility, interactive prompt support, session persistence, multi-shell management with automatic cwd handoff.

Quickly screenshots webpages and converts to an LLM friendly size

Scan any URL for AI agent readability — Vercel Spec, llmstxt.org, and agent-protocol manifests.

Catch AI-fabricated citations (real DOI + fake title). Retraction, open-access, 10,000+ CSL styles.

Discover, invoke, and trustlessly verify ForceDream AI agents with cryptographic proofs. 17 tools.

MCP server for HikerAPI — 105+ Instagram API tools auto-generated from the OpenAPI spec. Use from Claude Code, Claude Desktop, Cursor, OpenAI Codex, Zed, Windsurf.

An MCP server that lets LLM agents play Civilization VI.

Comprehensive MCP server exposing dozens of capabilities to AI agents: multi-provider LLM delegation, browser automation, document processing, vector ops, and cognitive memory systems

An MCP server for Google Tag Manager. Connect it to your LLM, authenticate once, and start managing GTM through natural language.

Give AI coding agents access to your Vynix visual feedback, bug reports, and AI diagnosis.

Open-source cognitive coprocessor with active memory for AI agents — persistent recall, semantic search, overnight dreaming, verified facts, encrypted USB sync. MCP server; works with Claude, ChatGPT, and any local LLM. Built by one maker and his agents.

Generate and edit images from your coding agent with Gemini and OpenAI, using your own API keys.

The Model Context Protocol (MCP) is an open-source implementation that bridges Jenkins with AI language models following Anthropic's MCP specification. This project enables secure, contextual AI interactions with Jenkins tools while maintaining data privacy and security.

Multi-model consensus: 2-6 frontier LLMs answer, an independent judge synthesises one answer.

MCP server that uses arxiv-to-prompt to fetch and process arXiv LaTeX sources for precise interpretation of mathematical expressions in scientific papers.

OpenAI-compatible MCP gateway cataloging 22 LLM providers, with routing, failover, and tools.

MCP server that exposes the Langfuse REST API as tools — query traces, observations, sessions, scores, prompts, datasets, and metrics from any MCP client.

Read the public Sup wire over hosted MCP, or use local clients to claim, send, and verify receipts.

A powerful MCP server providing comprehensive Google Calendar integration with LLM processing capabilities.

74 open-source Agent Skills for Claude Code and Codex: AI SEO, AEO and GEO, code review with an A-F ship grade, CI gates, AI evals, design systems, conversion copy, Instagram growth, iOS and Android app shipping, creator rights, and consumer refund recovery.

Deterministic research MCP server on FastMCP 3 — 5-engine web search, 9-platform social search, 6 academic DBs, news aggregation, entity profiles, conflict detection, document analysis. No API keys. No in-server LLM. Structured outputs for agent chaining.

Investment runtime for AI agents — LLM investment committee, portfolio ledger, decision accounting

MCP server for building and maintaining LLM-powered knowledge wikis. Implements Andrej Karpathy's LLM Wiki pattern.

Verification browser for coding agents: headless WebKit, DOM eval, screenshots, pixel-diff.

OCR, transcription, file extraction, and image generation for AI agents via MCP.

Automatic MCP Server & OpenAI Tools Bridge for [apcore](https://github.com/aipartnerup/apcore).

MCP server that gives any LLM its own computer — managed Docker workspaces with live browser, terminal, code execution, document skills, and autonomous sub-agents. Self-hosted, open-source, pluggable into any model.

Vivado MCP server — 让 Claude Code / Cursor / Codex 驱动本地 FPGA 全流程。30 个精选工具、8 个证据驱动 Prompt、doctor 环境自检、GUI/Tcl/attach 会话，以及时序和 CRITICAL WARNING 中文诊断。

Read-only MCP server for the OpenAI Ads API: campaigns, ad groups, ads, and insights.

MCP server that saves Claude Code tokens by delegating bounded tasks to local or cloud LLMs. Works with LM Studio, Ollama, vLLM, DeepSeek, Groq, Cerebras.

Roslyn-powered C# code analysis server for LLMs. Supports stdio and HTTP transports.

51 Baidu AI MCP tools: OCR, Vision, LLM, Speech, NLP. Pay-per-call from $0.001.

Pre-execution governance for AI agents. Validates tool calls before they execute.