modbus-mcp
Standardize and contextualize industrial Modbus data.
★ 26
Connect your agent to docs, search, browsers and your stack with the Model Context Protocol. Every entry links to its source.
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Standardize and contextualize industrial Modbus data.
★ 26
Open source contribution manager: PR tracking across repos, issue discovery, CI failure diagnosis and maintainer response drafting.
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Change tracking for codebases: agents log structured change events with diff and reasoning, then query them via diff, blame, history and search.
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Access data from Strava, the exercise-tracking app.
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Manage Bitwarden and Vaultwarden vaults via the bw CLI: search, create, edit and organize logins, notes, cards, identities, SSH keys, folders and Sends.
★ 26
Find and vet x402 payment APIs in the x402-list directory: search and rank services, check uptime, health, per-endpoint prices and on-chain settlement volume.
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Tamper-evident AI agent observability: hash-chained audit log with verification and signed export (EU AI Act Art.
★ 25
Generate images with the Amazon Nova Canvas model.
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One place for every AI agent's pages and docs: publish HTML, build folders, ZIPs and PDFs as sandboxed, versioned share links, then search, read and update
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Interact with Bugsnag.
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Make phone calls using VoIP/SIP and OpenAI's Realtime API, and observe the transcript.
★ 25
Real-time enriched blockchain and market data across many networks via the Codex API.
★ 25
Windows desktop automation with entity-based actions instead of coordinate clicks, using UIA, CDP, screenshots, keyboard, mouse, clipboard and terminal control.
★ 25
Unofficial DoorDash Delivery integration.
★ 25
Offline novel-writing toolkit for Chinese web-novel authors: chapter stats, style checks, plot-thread tracking, continuity audits and semantic search.
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Local-first memory with verbatim recall, querying, health checks and context-sensitive orientation, using LLM-free retrieval by default.
★ 25
Control AVM FRITZ!Box routers: manage devices, Wi-Fi, network settings and parental controls, and schedule time-delayed actions.
★ 25
Talk to ChatGPT and use its web search capability.
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Generic database (DBMS) connectivity via SQLAlchemy using pyodbc.
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Swiss open data: transport, weather, geodata, companies, parliament and more.
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Time and date utilities with natural-language input, multiple formats and timezone conversion.
★ 25
Local-first semantic memory: hybrid search, Markdown storage, MLX or CPU embeddings, contradiction detection, time-travel history and cross-machine git sync.
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Persistent semantic and graph-based agent memory in a single self-contained binary with embedded database and models.
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Accessibility-first computer use on macOS, Windows and Linux: element IDs instead of pixels, background input, a pointer overlay and its own Chrome tab group.
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Web scraping, crawling and search API: extract content as Markdown or JSON, batch-process URLs and get answers with citations.
★ 25
Media discovery, requests and management via Overseerr and Seerr for Plex, Jellyfin and Emby.
★ 25
Ozon Seller and Performance APIs with auto-pagination, rate-limit handling and analytical workflows for stock-out risk, content audits and prices.
★ 25
Local repo intelligence: hybrid BM25/vector search, a tree-sitter code graph, queryable git and GitHub history, and persistent source-anchored memories.
★ 25
Securely store and access API keys across projects using the macOS Keychain.
★ 25
Stadia Maps location APIs: geocode addresses and places, find time zones, and create routes and static maps.
★ 25
Self-hosted digests of your Telegram channels over MCP: AI summaries, the last digest and raw per-channel messages, with OpenAI, Anthropic or Ollama.
★ 25
Unofficial Yandex Lavka (Russia) grocery ordering: search the catalog, build a cart and place orders with two-step confirmation before any charge.
★ 25
Encoding-aware file read/edit for coding agents with indentation conversion and .editorconfig support, plus SSH, SFTP, process management and system utilities.
★ 24
Search developer infrastructure deals, free tiers and startup programs, compare vendors, plan stacks and track pricing changes.
★ 24
Turn any CLI tool with --help output into an MCP server, with caching.
★ 24
Code generator for Arbitrum: Stylus smart contracts, SDK bridging, full-stack dApps and Orbit chain deployment, backed by RAG over Arbitrum documentation.
★ 24
Local bridge to ArcGIS Pro's ArcPy engine for geoprocessing, with worker-process isolation and filesystem boundaries.
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Connect an IDE or AI assistant to Codex CLI for code analysis and editing, with support for multiple models.
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Local-first developer knowledge graph: watches project files, extracts entities and relationships with LLMs, and offers queries, a web dashboard and a CLI.
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Read-only SQL across PostgreSQL, MySQL, S3-compatible storage and Parquet/CSV/JSON files, with cross-source joins federated by DuckDB.
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Create and interact with GrowthBook feature flags and experiments.
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Four-tier memory (episodic, semantic, project, procedural) with temporal scoring, contradiction detection, entity tracking and a desktop visualization orb.
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Mailchimp Marketing API: manage campaigns, audiences, reports, automations, landing pages, e-commerce data and batch operations.
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Chess opponent that plays against LLMs.
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Access PostgreSQL databases, including those behind an SSH bastion.
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TiDB database integration with schema inspection and query capabilities.
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Static and dynamic analysis of Android and iOS apps with MobSF.
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Semantic knowledge graph for Obsidian with graph, classification and hierarchy modes, local embeddings, semantic bridge discovery and drift detection.
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Generate app icons, favicons, OG images, logos and wordmarks across many image models, validating contrast, text accuracy and palette before returning.
★ 24
Expose your Quickchat AI agent as an MCP server, giving AI apps real-time access to its knowledge base and conversational capabilities.
★ 24
Drive the REAPER DAW over a local file bridge: read plugins and parameters, set FX values, write automation and measure mix changes, all inside undo blocks.
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Local, deterministic review of Git changes for coding agents: weakened tests and CI gates, security boundaries, blast radius.
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Semantic Scholar academic papers: search, paper and author retrieval, citation-graph traversal and recommendations.
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Use Claude Code Skills from any IDE or CLI.
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Submit SLURM jobs, run YAML workflows, monitor GPU resources, manage SSH profiles and sync files with local or SSH-remote HPC clusters.
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Local agent memory with provenance tracking that detects when sources change, plus session handoffs, decision records, semantic search and a knowledge graph.
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Non-custodial DeFi banking for AI agents on Sui: save, borrow, invest, exchange, send and pay, with yield optimization across NAVI, Suilend and Cetus.
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Get transcripts and metadata for summarization and content analysis.
★ 24
Real-time weather forecasts and current conditions for any location via WeatherAPI.com.
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Weblate translation management: translation tasks, project management and content discovery with format transformations.
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Temporal codebase knowledge graph that links test failures to code changes, learns co-edit patterns, predicts regression risk and enforces edit constraints.
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Control Android devices and emulators via ADB: UI inspection, screen interaction, ADB commands and change detection.
★ 23
Turn a storyboard JSON into a narrated, captioned product-demo MP4 (TTS voiceover, Whisper captions, auto-zoom) via Chrome replay and ffmpeg.
★ 23
Security-focused safety guidelines and content analysis for AI agents.
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Cognitive memory engine with knowledge modules, circadian rhythm awareness, emotional state tracking, hybrid PostgreSQL/Qdrant search and per-user isolation.
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Manage and troubleshoot cert-manager.
★ 23
Find similar historical stock chart patterns by ticker and date or screenshot, with forward returns, regime analysis and trade simulation.
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Persistent project context in the .faf (Foundational AI-context Format), with project DNA and Podium scoring.
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Control Google Colab notebooks and assign GPUs (T4/L4/A100).
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dbt-core (OSS) project metadata, model and column-level lineage, and dbt documentation.
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API governance: detects breaking changes between OpenAPI/Swagger spec versions using configurable policy rules, with structured pass/fail verdicts.
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Domain lifecycle management across Porkbun, Namecheap, GoDaddy and Cloudflare: availability, registration, DNS, SSL, email auth (SPF, DKIM, DMARC) and WHOIS.
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Generate an MCP server from tools defined as regular GraphQL queries and mutations.
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Manage Higress gateway configuration and operations.
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Create and update Notion pages and auto-generate mdBooks from structured content.
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Local code graph for coding agents: find code by intent, follow callers and references, inspect blast radius and trace dependencies across repositories.
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Identifies resource-intensive processes on macOS and suggests performance improvements.
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Meta-server that reduces Claude Code tool bloat via progressive disclosure, auto-starting Playwright and Context7 and provisioning MCP servers on demand.
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Upload to and manipulate IPFS storage.
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Read-only web search via DuckDuckGo Lite, image search via Bing Images and page-to-Markdown scraping with a readability extractor.
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Connect to any MediaWiki wiki (Wikipedia, Fandom, corporate wikis) to search, read and edit pages, analyze links, view revision history and convert to Markdown.
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Store and retrieve conversation memories from multiple LLMs in MongoDB, with timestamps and LLM identification.
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Persistent memory for coding agents storing architecture decisions, bug root causes and conventions, with full-text search and token-budgeted context assembly.
★ 23
Search Dutch Parliament (Tweede Kamer) documents, debates, activities and legislative cases, based on the OpenTK project.
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Schedule and manage social media posts on Bluesky, Threads, Instagram, LinkedIn, Mastodon, YouTube, X, Discord and more, with a draft-first workflow.
★ 23
Control the Unity Editor from AI coding tools via file-based IPC.
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Web search via embedded SearXNG, content extraction and library docs indexing with hybrid FTS5 and semantic search using built-in Qwen3 embeddings.
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Demonstrates remote attestation of an MCP server running in a Gramine TEE via RA-TLS, so clients can verify the server before connecting.
★ 22
Greater China local services: Meituan/Ele.me delivery, Didi ride-hailing, WeChat Pay/Alipay, Amap/Baidu Maps, 12306 rail and Taobao/JD shopping.
★ 22
Search, download, track and analyze functional genomics experiments from the ENCODE Project.
★ 22
Math engine combining SymPy, NumPy and Matplotlib for symbolic algebra, numerical computing and data visualization.
★ 22
Self-hosted business context: CRM, checkpoints, automation triggers, financial ledger, tasks, playbooks, news feeds, projects and semantic memory.
★ 22
Cloud infrastructure analysis: detect IaC drift, missing indexes, security gaps and performance anti-patterns across AWS services and databases.
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Frontend review on deployed previews.
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Unified MCP platform that connects many apps, tools and services behind one interface.
★ 22
Explore elaborated SystemVerilog/Verilog designs (RTL or gate-level netlists) with najaeda: trace fan-in/fan-out, walk module hierarchy and jump to source.
★ 22
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Setup instructions and compatibility are compiled from publisher docs and community reports, not hands-on testing, unless a step is marked Tested. Check the source before relying on a setup.