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Marketing
The SEO MCP server that acts on your data, not just reads it: crawl your site, find where you're invisible in AI answers, generate the meta/schema/content fix as a spec, and ship it as a PR from Claude Code or Cursor. Built-in DataForSEO keyword data and Google Search Console.
Architecture & Design
AI-to-CATIA Magic bridge for live SysML v1 models: 130+ MCP tools to query, audit, trace, and edit blocks, requirements, allocations, and diagrams in CATIA Magic Systems of Systems Architect 2026x over a local, air-gapped connection. FREE tier reads and audits; PRO/ENTERPRISE licences unlock writes and scripting.
Code Execution
Git-backed message bus letting coding agents on different machines coordinate: rooms are folders, messages are files, git history is the log, and there is no server — the transport is a private git repository you already own. Questions, answers, decisions, collaborative tasks with claiming and recovery, and delegated repository reviews prepared in isolated worktrees at pinned revisions. Items marked `needs: human` cannot be answered by an agent, only relayed to a person.
Marketing
Yandex Wordstat (Яндекс Вордстат) keyword search-demand — top & related queries, demand dynamics, and regional distribution. Read-only, dual-flavor (Yandex Cloud Search API v2 / api.wordstat.yandex.net).
File Systems
Read and convert documents (PDF, DOCX, HWP, HWPX, EML), edit PDFs (merge, split, rotate, compress, protect), resize and clean images, strip EXIF, cut out backgrounds, and generate QR codes. Runs entirely on your machine with no uploads. Each tool reopens what it wrote and reports page counts so broken output surfaces as a number, not a surprise.
Knowledge & Memory
Long-term memory across sessions over a folder of plain markdown files. Hybrid retrieval (BM25F + dense vectors + phrase proximity) with an explicit absence verdict: when the corpus does not hold the answer it returns no results and names the query terms that appear nowhere, instead of ranking a least-bad match as though it were one. Embedding model runs locally, nothing leaves the machine. MIT.
Knowledge & Memory
Shared, versioned project brain for coding agents: one `brain.klypix` file committed with the repo holds current decisions, corrections that supersede (archived, never deleted), evidence anchors that flag drift when cited code changes, and open questions. Sessions declare their task and files and are warned about exact-file overlap. Lifecycle hooks for Claude Code; MCP config + rules for Codex, Cursor, Gemini CLI, Cline and Copilot. `npx klypix-mcp install`
Cryptography
Static security scanner for Claude Code skills, plugins, and MCP servers — vet a dependency for malware (secret/env exfiltration, install-time hooks, prompt injection, committed binaries) **before** you install it. Static-only: it clones and reads files, never executes the scanned code. `npx -y github:epistemedeus/skillguard mcp`
Knowledge & Memory
Search and read AiWiki, an encyclopedia of AI-coding pitfalls and LLM privacy protection written from the AI's first-person perspective. 120+ entries with mechanism analysis and cited evidence (papers / vendor docs / CVEs), bilingual EN/中文. Content fetched live from the site index, never stale. `npx -y aiwiki-mcp`
Code Execution
Queryable UniFi API documentation (Network, Protect, Site Manager, InnerSpace, Mobility, Carrier Fabric) — endpoint search, field-level schema drill-down, and code examples in curl/Go/Node.js/Python/Ansible. Read-only: serves scraped docs, never touches a controller.
Finance & Fintech
Talk to a self-hosted [Actual Budget](https://actualbudget.org): spending breakdowns, category trends, projections and budget-vs-actual, not just lookups. Writes are guarded: every delete previews what it will remove and waits for confirmation, and `ACTUAL_READ_ONLY=1` hides the write tools from the model entirely. Multi-currency with split transactions and residual reconciliation. `npx -y actual-budget-mcp` or `ghcr.io/henfrydls/actual-budget-mcp`
Browser Automation
Local-first web reading with a tier ladder that escalates from plain HTTP to a real browser when a page pushes back. Pages as clean Markdown, whole-site crawls, keyless search, repeated page structure induced into rows, and a REST API. Attempts supported captchas on your own machine with optional local ONNX models, and parks the rest in a human dashboard. Labels blocked and low-quality pages instead of handing back a challenge screen as content. No API keys, no paid solvers, no telemetry.
Knowledge & Memory
Manage a local model machine: pull/remove Ollama models, switch the inference service between models, and run LoRA fine-tuning jobs. `pip install mcp-modelmanager`
Browser Automation
Glint Render (by Moyu) — web rendering & evidence API for AI agents: screenshots, PDFs, OG images, monitoring, extraction and tamper-evident evidence. Free tier included. `npx -y ottersnap-mcp`
Code Execution
Fault injection + model-free reliability scorecard for MCP servers. Injects timeouts, malformed JSON-RPC, truncated & corrupted-but-valid outputs; grades `outputSchema` enforceability (31 servers, 265 tools — only 3% enforceable) + error conformance. `pip install mcp-drill[scan]` · `uvx mcp-drill scan -- npx -y @modelcontextprotocol/server-filesystem /tmp` · GitHub Action + badge. See [vs mcp-scan](https://timurrakhmatullin86.github.io/mcp-drill/vs-mcp-scan/).
Finance & Fintech
CHP Profile B spend/HITL and tool-approval receipts. `npx -y @cubiczan/chp-mcp`
Knowledge & Memory
Fully-local persistent agent memory with zero LLM calls (~10 ms writes, works air-gapped). Semantic recall over local SQLite with bi-temporal fact tracking; benchmarked at accuracy parity with Mem0 at ~1,000x lower ingest cost, nulls published. Tools: `remember`, `recall`, `forget`, `reset_memories`. `pip install "genome-memory[mcp]"` then `genome-mcp`
Other Tools and Integrations
Public MCP door for Aziel Runtime. Remote MCP over streamable HTTP with no auth at https://aziel-runtime.vibelock.workers.dev/mcp. Source: https://github.com/AzielEliab/aziel-runtime (Apache-2.0). Official registry name: io.github.AzielEliab/aziel-runtime.
Code Execution
Shared session bus for Claude Code, Codex, Cursor, Grok, and friends: MCP + CLI to list/read/handoff/send/spawn across live agent sessions. Install: `brew install abnegate/tap/magents`.
Other Tools and Integrations
Local shadow MCP for HVAC, plumbing, electrical, and sewer. Read-only public door, not a hosted company OS. Remote MCP over streamable HTTP with no auth at https://trades-runtime.vibelock.workers.dev/mcp. Source: https://github.com/AzielEliab/trades-runtime (Apache-2.0). Official registry name: io.github.AzielEliab/trades-runtime.
Multimedia Process
Video editor with no GUI that AI agents drive over MCP. Cut, trim, keyframe, colour grade, motion-track, key, relight, caption, mix audio and export, all through tool calls. One ~10 MB CPU-only Rust binary (kimo-mcp, stdio transport), MIT-licensed; needs ffmpeg/ffprobe. Works with Claude Code, Codex, Cursor and OpenCode. Repo: https://github.com/naman-sharma12345/kimo Site: https://getkimo.tech
Multimedia Process
Neume's MCP server lets ChatGPT, Claude, Cursor and any MCP client make full AI songs with vocals. Describe a song or paste lyrics and Neume makes it; change the words of one part (5-30 seconds) and it is sung again in the same voice, keeping the melody; reimagine any song in a new style. Tools: generate_song, get_song_details, get_my_songs, get_song_parts, change_lyrics, reimagine_song, get_balance, plus audio-upload tools. Remote Streamable HTTP endpoint https://api.neume.io/v1/mcp with OAuth 2.1 sign-in (Neume account); the assistant confirms before using credits. Docs: https://neume.io/blog/neume-mcp-server. By Neumosys LLC.
Marketing
Blawgy is a done-for-you SEO content service. It researches the keywords your customers search, writes articles with images and internal links, and publishes them to your site on a schedule. Published posts are watched in Google Search Console and refreshed when they slip. The Blawgy MCP server gives an AI agent everything the dashboard can do. Read traffic, rankings, AI mentions and indexing status. Run keyword research and read the results with volume, difficulty and intent. Add keywords to the content plan, move dates, pause and resume, change posts per week. Write an article now, edit the body, publish a draft, release a held post. Draft and approve smart updates to live posts. Change images, sync products, build location pages, edit settings, manage guardrails, webhooks and your team. Connect from Claude, ChatGPT or Cursor by signing in with your Blawgy account and choosing which sites the connection can reach and whether it can write. Headless agents use an API key as a bearer token. Agencies on a Blawgy partner plan reach every approved client site from one connection. Deleting, publishing, reverting, disconnecting and cancelling ask the agent to confirm first. Credentials are read only or read and write, stored as hashes, revocable in one click, and every call is logged. Agents share the same posts-per-week limit, credits and rate limits as the dashboard and never get admin access. Included on every paid Blawgy plan. Streamable HTTP at https://app.blawgy.com/mcp.
Knowledge & Memory
Bring saved project requirements, decisions and preferences into the AI app where you are working. Configure Memory lets an authorized assistant search relevant context in your Configure profile and save facts you ask it to keep. Connect to https://mcp.configure.dev/ using Streamable HTTP, then sign in through OAuth in a supported client. No local server is needed. Public initialization and tool discovery expose no account memories; profile reads and writes require authorization. The public connection package and skill are at https://github.com/configure-dev/configure-mcp-plugin . It is a wrapper for the hosted service, not its backend. Docs: https://docs.configure.dev/mcp/overview .
Aggregators
Aident Loadout connects Codex, Claude Code, Cursor, ChatGPT and other MCP clients to 1,000+ apps and 400+ expert-built Skills through one reusable setup. Credentials stay in Aident Vault; every action is logged in Audit.
Marketing
Lets Cursor and other clients push new pages to Googlebot via Rapid Indexer and check indexing.
Other Tools and Integrations
superagnt_ is a builder-first toolkit for MCP-powered agents. Connect one remote MCP endpoint (https://mcp.superagnt.com/mcp) and your agent gets social data (LinkedIn, X, Reddit, YouTube, Instagram, TikTok), lead and company enrichment, web search and scraping, SEO data, a real Postgres database, memory, files, queues, webhooks and schedules. One API key (Authorization: Bearer <API key>), credits metered per call, usable over MCP or plain REST. Works with Claude, Cursor, ChatGPT and any MCP client. Free to start. Website: https://superagnt.com/agent-toolkit GitHub: https://github.com/superagnt/plugins Docs: https://www.superagnt.com/docs
E-Commerce
Hosted MCP for structured Amazon product, search, review, seller and category research. Connect AI agents using your own Pangolinfo API key. Chargeable calls consume API credits; limited free testing is available. Official product: https://www.pangolinfo.com/amazon-data-mcp/ . Official MIT-licensed Node stdio bridge: https://github.com/Pangolin-spg/amazon-data-mcp . The bridge license does not make the hosted backend free.
Education
Sudokumax connects AI assistants to eight Sudoku tools: generate verified unique puzzles, check uniqueness, analyze singles-based difficulty, validate progress, get hints, publish playable collections, export PDFs and create worksheet packs. Generate up to 20 puzzles with A4 or US Letter worksheets and answer sheets. Hosted Streamable HTTP with a free Bearer API key. Published output requires Sudokumax attribution. Documentation: https://sudokumax.com/developers/mcp. Contact: hello@sudokumax.com
Travel & Transportation
Official MCP server for MAQAMI, a hotel and flight booking platform with 3M+ hotels. Search live hotel rates and flights, look up places, airports and hotel details, then prebook and book. Remote Streamable HTTP endpoint, no API key required.
Cryptography
Execution safety for AI agent actions. `ctrlrun mcp-operator` exposes the approval queue as tools (`list_pending_approvals`, `approve`, `deny`, `resolve`, plus `receipts`, `effects`, `stats` and `inspect_action`), so the human who has to answer a held action answers it from the assistant they are already in; read tools answer without a credential and write tools refuse without one that names a person. Separately, the gateway proxies any MCP server so every tool call is checked against a YAML policy before it runs: allow, hold for a human, or deny. Approvals are single-use and bound to the hash of the exact action, one logical effect runs at most once across processes and hosts, and an unknown outcome is recorded AMBIGUOUS rather than FAILED so a blind retry is refused. Every attempt leaves a hash-chained JSON receipt. Apache-2.0. `pip install ctrlrun`
Knowledge & Memory
Local-first durable memory and session continuity for AI agents. Pure-Rust kernel with ambient governance and a hash-chained audit ledger; one NLU-routed meta-tool keeps the agent-facing surface small. Zero telemetry — memory lives on your own hardware, with backup/export/import across devices. Install: `npx whitemagic-mcp`.
Monitoring
Prices every Claude Code and Codex session already on disk and lets the agent ask what it's spending mid-session: cost by session, sub-agent and model, week-on-week comparison, and plain-English findings with applyable patches. No proxy, no API key, nothing leaves the machine. Install: `brew install --cask magna-nz/tap/tallybook`.
Spirituality & Esoterica
Sub-arcsecond astrology from the NASA JPL DE440 ephemeris: natal, synastry, progressions, transit search, Human Design, Vedic, BaZi and astrocartography, with interactive chart apps in Claude and ChatGPT. Install: `npx -y @openephemeris/mcp-server`.
Real Estate
Remote MCP server for Redfin: for-sale, for-rent and sold listings with the full filter set, plus complete property pages, as JSON.
Multimedia Process
[SHAR Production](https://sharprod.com/) AI-hybrid video-production metadata gate: read-only local stdio MCP that validates rights-aware production manifests and returns a releasability result. One tested tool; no API key, network calls, local-file access, or publishing operations. Install from source: `npm install && node server.js`.
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