MCP servers and skills: search, filter by where they run, and compare.
Reliability gateway for AI tool output: schema-stable, secret-safe, pagination-complete JSON for MCP and CLI agents.
PythonMIT★ 32No key
Noisegate: a differential privacy gateway that lets an untrusted LLM agent query sensitive data over MCP (Model Context Protocol), with a formal guarantee no individual's record can leak even if the a
PythonApache-2.0★ 28No key
Turn any MCP stdio server into a production HTTP API: per-user session pooling, timeout survival via background jobs, fail-closed auth, SSE/webhook push, live dashboard. Python 3.11+ · FastAPI · Redis
PythonMIT★ 63No key
Universal database MCP server connecting to MySQL, PostgreSQL, SQL Server, MariaDB,DM8,Oracle,not only provides basic database connection such as OAuth 2.0 authentication , health checks, SQL optimiza
PythonMIT★ 77No key
MCP server combining Qdrant vector search, Neo4j knowledge graphs, and Crawl4AI web intelligence with agentic RAG capabilities. FastMCP 2.0 architecture with enterprise security, monitoring, and Kuber
PythonMIT★ 9No key
A universal multi-cloud data MCP Server supporting over 40 types of data source connections, providing secure, unified data access in a single platform. Supports full range of Alibaba Cloud services a
PythonApache-2.0★ 54No key
A memory graph designed for the agent that uses it, not the human who feeds it. Engrama reconstructs context from associations on demand, replacing the "stuff everything into the prompt" reflex with t
PythonApache-2.0★ 9No key
Pre-flight query cost and result-size guardrails for AI agents across BigQuery, Snowflake, and Databricks
PythonMIT★ 1Few starsNo key
Eval-driven SQL reliability for AI agents — generate, validate, safely execute, and regression-test LLM SQL. MCP + FastAPI gateways, execution-truth evals, CI regression gate.
PythonMIT★ 1Few starsNeeds a key
Decentralized agent memory for the Lightning economy. Nostr identity, L402 payments, MCP server.
PythonMIT★ 9No key
MCP server for Japanese stock market data via J-Quants API — tools for price history, financials, screeners, and candlestick charts
PythonMIT★ 2Few starsNo key
On-premise knowledge layer that makes an organization's existing systems (PeopleSoft, Snowflake, Canvas, Salesforce, …) queryable by AI agents over MCP — no data extraction, your data stays in your ne
PythonMIT★ 11No key
LLM Reasoning Framework for Scientific Research
PythonMIT★ 32No key
EpisodAI by Lalith Alpuri, also written Alpuri Lalith (@lalithbuilds): a local AI-agent memory MCP server with SQLite WAL, hybrid retrieval, Obsidian workflows, an HTTP bridge, and hardware-aware acce
PythonMIT★ 1Few starsNo key
Local-first MCP memory governance for coding agents — Codex, Claude Code, Cursor, Grok, and Trae. Shared rules, deduplication, token insights, audit, and rollback.
SkillMIT★ 4Few starsNo key
Companion repo for the PyData Amsterdam 2026 talk Building the evaluation flywheel: how human judgment becomes an evaluator you can run on every change. A data-analysis agent answers 50 Sphere.com bus
SkillMIT★ 4Few starsNo key
Model Context Protocol (MCP) Server for Firebird (2.5 to 5.0) — Multi-database per project, PLAN analysis, RDB$ metadata & AI integration.
PythonMITFew starsNo key
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