MCP servers

Connect AI coding agents to Anima Playground, Figma, and your design system.

SQL to PySpark conversion, AWS Glue job generation, and Spark code optimization.

UK crop nutrient recommendations — RB209 NPK planning, soil types, commodity prices

UK farm subsidy schemes — SFI, Countryside Stewardship, payment rates, eligibility

UK pest, disease, and weed management — symptom diagnosis, IPM, approved products

Remote SEO/GEO MCP: Search Console, keyword research, backlinks, competitor & on-page audits.

MCP server for validating and generating SOUL.md agent identity files from Claude Desktop.

Web page change tracking with structured diffs. markgrab + snapgrab integration.

Recommend paper-backed diagnostics for PyTorch and Hugging Face training problems.

Search 1M+ enriched job listings. Filter by skills, salary, location, and more. Free.

OT security standards: IEC 62443, NIST 800-82/53, MITRE ATT&CK for ICS

UK food safety and traceability — direct sales, labelling, raw milk, HACCP

APITier utility APIs as MCP tools: validation, UK/India address lookup, barcode/QR, data conversion.

Trust-aware agent memory with evidence-backed recall, self-inspection, and audit history.

Connect Strava training data to Claude for training load analysis and activity insights

Universal web content extraction — any URL to LLM-ready markdown. HTML, YouTube, PDF, DOCX.

Multi-language crypto news with editorial sentiment + importance scoring; cites original publisher.

Self-hosted knowledge backend for AI agents with hybrid search and MCP tools

An MCP server that exposes functionalities to use Zomato's services.

See how ChatGPT, Claude, Perplexity, and Gemini cite brands, prompts, and sources.

Third-party signed reads of how an AI agent behaved: drift, vows, and the town it works in.

24 keyless tools for AI agents on Vector, the Apex Fusion eUTXO L2: wallets, contracts, registry.

Collective intelligence for browser automation agents. Site capabilities, selectors, and extraction.

A secured scoped SSH MCP server for executing safe read-only diagnostic DevOps / SysOps commands

Rosetta/PyRosetta protein modeling and Biotite translation for computational biology

301 real-time data wires. Paid per call via x402, no API key, no free tier.

RSS/Atom feed collection with 417 curated feeds. Python MCP server.

Local Fusion MCP: panel->judge->synthesis on the Claude CLI subscription, no OpenRouter.

Physical Layer Linter — validates RF link budgets, Shannon capacity, and noise floors.

Schema-driven document extraction with local OCR + LLM. Document in, Structured JSON out.

Summarize YouTube videos or fetch transcripts. Pay-per-call via x402 (USDC on Base), no account.

Local MCP for Word, Excel, PowerPoint & PDF on macOS — formulas, slides, DOCX, PDF ops. No network.

Persistent memory for AI agents — 98%+ retrieval recall, 99% token savings, 44 tools

MCP server to integrate with Juniper Routing Director

Quote UK trades jobs from any AI agent. Price breakdown + tappable booking link.

Search 1.2M+ Telegram channels, 245k+ chats, 160k+ bots — no account, no key, no install.

Local semantic search over your Obsidian vault - always fresh, never reindex.

Local-first compliance scanner for DPDPA 2023/2025, RBI FREE-AI, SEBI AI/ML & EU AI Act.

Fail-closed quality gate and hash-chained receipt ledger for AI agent workflows.

Local Markdown/Obsidian knowledge substrate for MCP agents with governed memory and hybrid search.

MCP server for automated web accessibility scanning with Playwright and Axe-core.

MCP server for Skolverket's open APIs - Curriculum, School Units, and Adult Education

Extended reasoning with structured processes, persistence, and workflow guidance

Federal sales intelligence: expiring-contract triggers, agency spend intel, deal qualification.

Persistent semantic memory for AI agents with knowledge graphs and Intelligence Packs.

Extract llms.txt from any docs site - Mintlify Docusaurus GitBook parser

Create signing requests, check status, send reminders, and manage Aoexl templates.

Load & create VibeMap product specs from your coding agent; sync build progress.

Write-capable PDF toolkit MCP: 22 tools to read, create, render, encrypt, merge & fill PDFs.

Ground GTM agents in governed, cited company truth.