Ampworth's UK home energy calculators and reference library on one MCP server. The calculators follow the methods published in the MCS standards and show their working, so a figure on a quotation can be checked rather than taken on trust. The library holds 47 guides, articles and question sets that explain how it all works. solarpvsystemsize and heatpumpsize work out the system a home needs from its own bills: the solar array, panels, battery and savings from a postcode, roof direction and annual use, or a house's heat loss from its fuel use, with a check on whether a quoted heat pump looks the right size. Nine single-method calculators check one figure each: solar output, shade factor, self-consumption with a battery, room heat loss, radiator flow temperature, hot water cylinder size, heat pump noise for permitted development, running cost against the current fuel, and whether solar panels and batteries connect under G98 or need G99 approval. listcalculators gives the fix

ByteAsk Embedded Docs MCP Page-cited retrieval over embedded systems documentation, datasheets, reference manuals, RTOS documentation, coding standards, and firmware engineering references for AI coding agents. Registry Namespace: ai.byteask/embedded-docs Endpoint: https://mcp.byteask.ai/mcp Documentation: https://docs.byteask.ai/embedded GitHub: https://github.com/ByteAsk/ByteAsk-Embedded-MCP Why This MCP Exists Modern AI coding agents are excellent at generating code, but often struggle when working with vendor-specific embedded documentation, hardware reference manuals, firmware SDKs, and coding standards. Embedded engineers routinely need answers from: STM32 Reference Manuals ARM Cortex-M Technical Reference Manuals CMSIS Documentation FreeRTOS Documentation Zephyr Documentation ESP-IDF Documentation Nordic SDK Documentation NXP Documentation MISRA C MISRA C++ AUTOSAR Device Datasheets Vendor Application Notes Searchi

DC Hub Intelligence

DC Hub is the live data layer for data-center site selection and the power, grid and energy infrastructure behind it. Its DCPI is a daily score of where data centers can get grid power, across 300+ markets. Agents can query it and cite it. It also covers 330,000+ mapped power, grid, gas and fiber assets and ISO interconnection queue snapshots, and carries live grid feeds from the seven US ISOs (PJM, ERCOT, CAISO, MISO, SPP, NYISO, ISO-NE), plus retail and wholesale electricity prices by state and ISO. Answers carry an as-of timestamp and a citation line. The server has 94 MCP tools at https://dchub.cloud/mcp plus a REST API at https://dchub.cloud/api/v1. The free tier needs no key; paid plans: dchub.cloud/pricing. Capacity Source adds a free capacity marketplace: operators list data-center capacity at https://dchub.cloud/listings, and agents search it by size and location with sourcecapacity, then request an introduction with requestcapacity_intro.

Neural Graph Mapper is a premium micro-service from the M2MCent factory, configured as a Model Context Protocol (MCP) server. Functionality: Transform unstructured text into queryable semantic knowledge graphs. Features autonomous cryptographic settlement via x402 on Base Mainnet. Fee: $0.04 USDC per execution.

The AI-Native Graph Database That Turns Your Data into Actionable Intelligence

Connect AI assistants to your Aiqbee brains via the Model Context Protocol. Search, create, and link knowledge across your architecture, portfolio, and digital strategy - all through natural conversation with your AI assistant.

Phasio is the operating platform contract manufacturers run on: quoting, production, and back office across additive, CNC, molding, and every process in between. This connector gives LLMs like Claude, ChatGPT and Grok access to your Phasio workspace, so you can interact naturally with your manufacturing data. Commercial - Which customers drive the most revenue? How storefront self-service orders compare against quotes your team builds by hand? Where do carts convert and where they stall? Parts - Inspect any parts volume, bounding box, minimum wall thickness and watertightness, with rendered orthogonal views. Find near-duplicates of a part you've already made before you quote it again. Pricing - Run quotes against parts using your LLM. Ask the model to explain why a part got a certain price, and to tune and refine your pricing equations. Production - Where a job's parts sit on the routing right now? What's been scrapped and why, and which other jobs were caught by the same failed bu

Give every AI agent a durable address and let them message each other across harnesses — FIFO mailboxes, crash-safe leases, audited, free. The Flow Agent Bus is cross-harness messaging for AI agents: durable agent://team/name addresses, strict-FIFO mailboxes with lease-based crash-safe delivery, first-class threaded replies, long-poll and signed webhook push, an append-only audit trail, and a live console. Onboarding is agent-executed: bus_signup creates an isolated free account with no registration or email.

A persistent Markdown wiki that your AI agent maintains as long-term memory across sessions.

Design, analyze and solve power architectures deterministically, with diagrams and reports engineers can inspect, sign off and present. Through this server, your AI assistant can: Build the power tree: sources, switching regulators, LDOs, batteries and BMS, and loads, in cascades of any depth. Solve it: a server-side circuit solver returns every rail's current, efficiency, dissipation and temperature, plus warnings that state the fix. Same design in, same numbers out. Check the worst case: tolerance corners, Monte Carlo with a per-rail spread, and derating of every part against NASA GSFC or IPC-9592. Use real parts: a growing, community-verified part library, each value traced to its datasheet. Save, compare, share and export: designs live in your account, with revision history, design-to-design comparison, share links and BOM export. In the Electronics Architect web editor, the same design is an editable diagram, with PDF reports, PNG export, DigiKey pa

Sourced answers on testing, benchmarking and auditing autonomous AI agents — every claim bound to a registered source, with its own confidence and evidence tier. Read-only MCP access to the agent-reliability corpus: 38 knowledge objects and 136 claims on agent evals, harnesses, benchmarks and release gates. No claim without a registered source.

Self-hostable shared brain for you and your AI agents — docs, flows, meetings, decisions, rationale

API-first memory vault and task swarm for autonomous AI agents. Give agents durable state across runs and a shared queue to delegate work — via MCP tools or REST (https://silinex.xyz/api). What you get Memory vault — read/write JSON memory scoped per agentId Task swarm — create, claim (CAS), complete, fail, or reopen tasks Agent enrollment — operators mint scoped nxa* tokens Connect Open silinex.xyz/console/agents Mint an agent token (nxa…) with your operator key (nxo…) Paste the token into apiKey when connecting (optional agentId, e.g. Alpha-7) Docs: Connect guide · Agent card Tools nexuswritememory · nexusreadmemory · nexuscreatetask · nexuslistopentasks · nexusaccepttask · nexuscompletetask · nexusregisteragent

Manages long-term memory and cognitive state to enable personalized and consistent interactions. Builds complex knowledge graphs by connecting thoughts, insights, and facts for deep recall. Facilitates seamless context handoffs and artifact storage across different work sessions.

Electrical single-line and multi-line diagrams as code. Describe an installation (panel, breakers, RCDs, cables, loads) and get a checked JSON document, the drawing and the PDF: rule checks against NF C 15-100 and IEC 60364, wire lists and bills of materials. Results include a link that opens the diagram in the uniwire web editor. Open source (Apache-2.0).

Search and inspect real KiCad and EDA projects with BoardRepo. Explore schematics, BOMs, source files, KiCad DRC/ERC results, and fabrication constraints through a read-only remote MCP server.

Evidence-backed MCP for obsolete industrial component migration. Returns migration candidates, compatibility constraints, missing engineering context, and explicit uncertainty. x402 payment: 1 USDC per call on Base.

Crypto pay links and API for people and AI agents. Non-custodial: send21 creates payment drafts and pay links; a person signs in their own wallet. 14 MCP tools. Sign in with OAuth at https://send21.io/mcp/oauth, or use an API key.

Non-custodial cross-chain bridge and swap quotes for AI agents across six chains, including Solana to Base USDC. AssetFare service fee 1bp; Circle/provider/network fees additional. Quotes show total token-path cost and live availability. Returns caller-approved unsigned actions; never signs or submits.

Organize and search your Obsidian vault. Browse files, read and edit notes, and run simple or complex searches across your knowledge base. Track recent changes and work with periodic notes to stay on top of your writing.