MCP server directory

Full-featured ADB MCP server — 209 tools across 49 modules, from UI to baseband.

stdio bridge for the local Cocos Creator Editor MCP server from FunplayAI/funplay-cocos-mcp.

stdio bridge for the local Godot Editor MCP server from FunplayAI/funplay-godot-mcp.

stdio bridge for the local Unity Editor MCP server from FunplayAI/funplay-unity-mcp.

stdio bridge for the local Unity Editor MCP server from FunseaAI/unity-mcp.

Give your AI a research team. Forecast, score, classify, or research every row of a dataset.

Forecast questions about the future, including the outcome under each option.

MCP server for Qubic — balances, prices, transfers, wallets, and more.

An MCP server that provides visual memory and context storage with knowledge graph capabilities

Open registry of 1.14M+ rooftop-solar detections across France, queryable by natural language.

MCP server for querying logs from observability platforms with unified search and tracing

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Generates tests from acceptance criteria, then converges code with an agent that never sees them.

MCP server for Galaxy bioinformatics platform - connect, execute tools, and manage workflows

Local-first AI memory engine — 4-tier memory, people graph, Bayesian beliefs. Encrypted, 62µs.

AI agent project management — task boards, progress tracking, and cost reporting.

Find, wire, and render microcharts — word-sized React charts with generated alt text.

MCP server for querying and validating OpenStreetMap tags

CesiumJS API docs, code generation and development tools for IDE AI assistants.

Control CesiumJS 3D globes via MCP: camera, layers, entities, animation, and interaction.

Security scanner for AI agent skills and MCP servers

Gate DEX MCP for wallet auth, transfers, swaps, token info, market data, and RPC access.

OAuth Gate exchange MCP for CEX trading, account, wallet, unified account, and sub-account.

Gate info MCP for coin discovery, market snapshots, technical analysis, and on-chain data.

Public Gate market data MCP for spot, futures, margin, options, delivery, earn, and alpha.

Gate news MCP for crypto news, structured events, announcements, and social sentiment.

Apple Container MCP Server (ACMS) provides access to Apple's container CLI tool on macOS

MCP server for academic literature databases (arXiv, DBLP) to accelerate research using LLMs.

A smart MCP server for AniList that gets your anime/manga taste - not just API calls.

A smart MCP server for AniList that gets your anime/manga taste - not just API calls.

AWS security scanner with attack chain detection, IAM privilege escalation, and fixes

AI agent dating — personality matching, compatibility scoring, and real conversations on inbed.ai

MCP server bridging GenieACS TR-069 ACS instances to LLMs for CPE device management

MCP server bridging GenieACS TR-069 ACS instances to LLMs for CPE device management

GEML — a plain-text document format built to be edited in place, one section at a time

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One section in, one section out — on Markdown/GEML files, bad writes refused.

Excel automation via xlwings COM. DRM-protected files, live sessions, VBA macros. Windows only.

Content pipeline MCP server — image sourcing, SEO, affiliate links, and CMS publishing.

Read-only access to a self-hosted GeoLens spatial catalog: datasets, features, maps, sandboxed SQL.

AI-powered SRE observability for Kubernetes/OpenShift with 40+ Tekton debugging tools

Simpliq Data Proxy MCP Server - Connects LLMs to SQL Databases via Semantic Mapping

Cross-harness communication and shared work-state for AI coding agents.

Screen 11,000+ stocks using natural language and detect chart patterns via MCP.

Read-only context and complete checks against patterns learned from git history. Local; no LLM.

Credential isolation for AI agents. Inject secrets at the network boundary.

MCP server for cache.overflow - AI agents sharing knowledge with AI agents

Search and book coworking spaces and conference rooms via Croissant.

Music marketing for AI agents: free Smart Links, promotion campaigns, analytics, and distribution.

Revenue intelligence for complex B2B growth.

Revenue intelligence for complex B2B growth.

Search URDB for product integrity scores, enshittification events, and change tracking.

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Prices what your coding agents are about to do, before they do it. Plus local cloud and AI cost.

Adaptive plan/build/review cycles for AI coding assistants, persisted across sessions.

Local-first agentic RAG with citations - hybrid search, reranking, multimodal document retrieval

Give any LLM agent a real Android or iPhone as its body. 62 MCP tools for mobile automation.

Minimal MCP server for Ghost Security API - compatible with all MCP clients

Local MCP proxy for tool restrictions, response redaction, audit logs, and database schema context.

MCP server for enterprise local codebase indexing, semantic search, and code dependency graphs.

Google Docs MCP server with full tab support, markdown extraction, and batch updates.

Control Autodesk Maya scenes with 71 typed tools for modeling, animation, shading, and more.

Competitor intelligence for AI agents — SEO, traffic, social, Product Hunt, pricing, AI insights.

MCP server for LocalStack AWS services, enabling AI agents to interact with local AWS infra.

Persistent institutional memory for AI coding agents. Memory that compounds.

MCP server for GitScrum — manage tasks, sprints, time tracking, and client workflows via AI

Interact with Apple's App Store Connect API

1trip PULSE: 21-tool AI travel planner. Flights, hotels, visa, safety, weather, 120+ cities.

1trip PULSE: 21-tool AI travel planner. Flights, hotels, visa, safety, weather, 120+ cities.

Control the Unity and Godot editors from AI clients: scenes, scripts, physics, materials.

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

Give your coding agent access to your Figma data. Implement designs in any framework in one-shot.

Track shipments and search shipping products (DPD, InPost, DHL, FedEx, UPS, GLS) via GlobKurier API.

Community preview of HuaweiCloud DevKit MCP server (official: io.github.huaweicloud)

WinDbg/DbgEng over MCP: crash dumps, live user & kernel, driver IOCTLs, and TTD.

Create interactive visualizations and query data sources (SQLite, CSV, Parquet, JSON)

Git-native policy layer for AI agents: check_action verdicts against rules approved via PR.

Local-first memory for coding agents; stores decisions, bugs, and context across sessions.

MCP server for AI agents to search major Chinese internet platforms with local-first login support.

MCP server for PLANKA kanban boards. Full CRUD for cards, tasks, comments, and labels.

MCP server for Obsidian Smart Connections. Semantic search using your vault's embeddings.

Portable MCP runtime for RTL logs and VCD; repository setup adds FSDB and site EDA integration

Search, cite, and read PDFs from your EndNote library in Claude Desktop

Analyze test coverage from LCOV files - makes AI agents coverage-aware without wasting tokens

MR/PR risk audit MCP server: semantic diff + rule engine, strict read-only. Run as image or pip.

Correction-first agent memory. Precision KPI tracks if agents heed warnings. 5 layers, local-only.

用於取得臺灣中央氣象署 API 資料的 Model Context Protocol (MCP) Server

Long-term memory for AI coding agents, stored as a tree of plain local files.

MCP Server für automatische Generierung professioneller Willkommenstexte für neue Mitarbeiter

Suunto watch data (workouts, sleep, recovery, 24/7 activity) for Claude and other AI assistants.

MCP Toolbox for Databases

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MCP Toolbox for Databases enables your agent to connect to your database.

MCP Toolbox for Databases

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MCP Toolbox for Databases enables your agent to connect to your database.

MCP Server for understanding, managing & troubleshooting your GCP environment.

Build and operate declarative REST/Kafka services on Orion: 58 tools over the full admin API.

GoReleaser MCP server

GoReleaser MCP server

Cross-network DeFi API data, AMM analytics, and SDK docs for 17+ networks.

SEO research, AI visibility, content, and audits through your Rankability workspace.

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

Anomaly detection API powered by physics simulation. Scan any data for outliers.

Unified execution environment for Python code, shell commands, and programmatic MCP tool calls

An MCP server giving access to Grafana dashboards, data and more.

Market memory for AI: historical states, published studies and source evidence.

MCP server for Blacksmith CI - query runs, analyze test failures, detect flaky tests.