io.github.vudovn/ag-kit/database-design

Database design principles and decision-making. Schema design, indexing strategy, ORM selection, serverless databases.

io.github.vudovn/ag-kit/api-patterns

API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination.

io.github.vudovn/ag-kit/python-patterns

Python development principles and decision-making. Framework selection, async patterns, type hints, project structure. Teaches thinking, not copying.

com.tapetide/stock-research-mcp

NSE & BSE Indian stock market data MCP — quotes, screener, financials, FII/DII flows & portfolio

io.github.hunterzai16z/ai-hunterz

49 crypto intelligence APIs. Whale tracking, DeFi yields, alpha signals. Pay in USDC on Base.

io.github.withastro/flue/api-reference-writer

Creates and rewrites Flue API reference documentation from package-visible TypeScript exports and audited source-adjacent JSDoc. Use when authoring concise reference pages under apps/docs/src/content/docs/api/ or reference pages such as reference/configuration.md. Do not use for narrative guides, tutorials, or automated maintenance checks.

io.github.tenkai2018/ai-business-system-advisor-mcp

Find the safest first AI workflow before investing in AI agents or automation.

io.github.mcande21/thealgorithms-mcp

Search TheAlgorithms across 24 languages; fetch implementations with examples.

io.github.chromium/chromium/test-conversion-reviewer

Reviewer for converting unit tests to browser tests for Project Bedrock. Invoke this when the user needs to review their work while removing complex Browser dependencies from tests.

io.github.IndirectTek/mcp-server

Elixium AI — XP-native agile platform. TDD-gated stories, team decisions, learning loop.

io.github.gregcastro23/planetary-agents

Converse with planetary-agent personas, council feeds & culinary debates from alchm.kitchen

page.quicky/quickypage

Publish, update, read, rename, and share single-URL web pages from any AI agent.

com.6ducklearn/mcp

Connect agents to 6DuckLearn memory, approvals, and runtime control.

io.github.fel123/quantoracle

73 deterministic quant tools for AI agents. LLMs drift on Black-Scholes; these are exact math.

io.github.aaione/everything-claude-code-zh/automation-audit-ops

ECC 的证据优先自动化清单和重叠审计工作流。当用户想要在修复任何内容之前知道哪些作业、钩子、连接器、MCP 服务器或包装器是活动的、损坏的、冗余的或缺失时使用。

io.github.apache/airflow/sql-reporting

Conventions and review steps for writing analytics SQL against the warehouse. Use whenever the task involves querying tables, building a report, or aggregating metrics.

io.github.infoinlet-marketplace/mcp-stripe

Read-only Stripe for AI agents — customers, charges, subscriptions, invoices, balance.

io.github.infoinlet-marketplace/mcp-s3

Read-only S3/MinIO/R2 object storage for AI agents — list buckets/objects, metadata, fetch.

io.github.infoinlet-marketplace/mcp-knowledge-rag

Permission-aware RAG for agents — ingest docs, hybrid search, cited answers (hosted API).

io.github.infoinlet-marketplace/mcp-jp-doc-intel

Japanese document AI for agents — invoice/meishi extraction, OCR, classification (hosted API).

io.github.infoinlet-marketplace/mcp-elasticsearch

Read-only Elasticsearch/OpenSearch for AI agents — search, indices, mappings, count, health.

io.github.0xAxiom/axiom-agentic-tools

x402-paid Base agent tools (USDC). 5 deterministic tools. No API keys. No NFT pass.

io.github.bmdhodl/agentguard47

Read-only MCP server for coding-agent traces, alerts, costs, usage, and budget health.

io.github.ElliotPadfield/hatchet-mcp

Observe and operate Hatchet workflows from an AI agent — runs, logs, trigger, cancel, replay.