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Analyzes codebases using tree-sitter to generate AGENTS.md files that provide architectural context and conventions for AI coding agents.
$claude mcp add agents-md-generator -- uvx agents-md-generator
Enables AI coding agents to audit, fix, document, and monitor web accessibility compliance following WCAG 2.2 standards.
$claude mcp add a11y-toolkit -- uvx a11y-toolkit
Enables AI clients to query Celo blockchain data, manage tokens and NFTs, interact with smart contracts, and monitor governance and staking operations.
$claude mcp add celo-mcp -- uvx celo-mcp
Provides a shared project workbench for AI agent teams to exchange messages, tasks, and approved documents through MCP.
$claude mcp add agent-mailbox -- uvx agent-mailbox
Performs music-aware, multi-level comparisons of MusicXML files to detect differences in scores from global similarity down to individual notes.
$claude mcp add comparer-mcp -- uvx comparer-mcp
Provides a replay-gated index of software failures and fixes to prevent AI agents from solving the same problems repeatedly.
$claude mcp add claimidx -- uvx claimidx
Provides AI agents with controlled access to multiple email accounts through a unified REST API and secure token-based permissions.
$claude mcp add mailbox -- uvx benethos-mailbox-mcp
Manages system specification artifacts like requirements, use cases, and risks using structured markdown files.
$claude mcp add biz-dfch-specmgr-1bfa76 -- uvx biz-dfch-specmgrManages system specification artifacts like requirements, use cases, and risks using structured markdown files.
$claude mcp add biz-dfch-specmgr -- uvx biz-dfch-specmgr
Search over 3.9 million Hong Kong companies, retrieve statutory profiles, order official filings, and assess bank account eligibility.
$claude mcp add hongkong-company-mcp -- npx -y hongkong-company-mcp
Lets an AI client search, lookup, and verify GPU rental reference prices across spot, on-demand, and DePIN markets.
$claude mcp add flopsindex-mcp -- uvx flopsindex-mcp
Provides pre-flight query cost and result-size guardrails for AI agents interacting with BigQuery, Snowflake, and Databricks.
$claude mcp add cost-guard-mcp -- uvx cost-guard-mcp
Provides a hardened gateway for web fetching, searching, and executing priced capabilities from the AIMarket hub via stdio or HTTP.
$claude mcp add aimarket-mcp -- uvx aimarket-mcp
Exposes a local Markdown vault to AI clients to provide durable memory and project context without sending the entire vault into the context.
$claude mcp add datacron -- uvx datacron
Lets an AI client search and trade Polymarket and Kalshi prediction markets, quote order costs, and check orders before sending them.
$claude mcp add polymarket-kalshi-trading -- uvx oddsrail
Lets an AI client load SEC EDGAR and XBRL filings and query statements, concepts, calculations, disclosures and prose.
$claude mcp add xbrlkit -- uvx xbrlkit
Allows an AI agent to control hardware-in-the-loop testing including flashing, power cycling, UART, I2C, CAN, and analog signal measurement.
$claude mcp add embeddedci-mcp -- uvx embeddedci-mcp
Search over 1 million open-access papers, standards, and case law to download PDFs, resolve identifiers, and manage citations via an AI agent.
$claude mcp add conceptio-cli -- uvx conceptio-search
Lets AI agents discover capabilities, submit durable jobs, and retrieve artifacts and receipts through one hosted execution API.
$claude mcp add hydracept-public -- uvx hydracept
Enables AI clients to make deterministic, rule-based decisions using a Rete engine and provide RAG-powered explanations based on policy documents.
$claude mcp add ai-rete-rag-mcp -- uvx ai-rete-rag-mcp