MCP servers and skills: search, filter by where they run, and compare.
Nothing matches every word exactly, so these are the closest matches.
An event-sourced runtime for AI agents that survives kill -9, written in Rust.
SkillApache-2.0★ 2Few starsNo key
Dual-view evidence for declared agent-tool effect contracts under ambiguous failures.
PythonApache-2.0Few starsNo key
8 production-tested database ops skills + a reference MCP server for OpenOcta. Turn a 20-min DBA diagnosis into an 8-second AI analysis.
SkillApache-2.0★ 9No key
SQLite of agent memory — single-file, embeddable, zero-config. Episodic + semantic memory, hybrid BM25+vector recall, bitemporal facts, spreading-activation, working memory, async API, LLM compression
PythonApache-2.0★ 4Few starsNo key
Your AI writes the query, you hold the key. A human-approved, PII-masking database gateway for AI agents (CLI + MCP).
GoApache-2.0★ 2Few starsNo key
Branch SQLite like git — copy-on-write forks, checkpoint/rollback/promote, crash-tested capture. Stock SQLite files on local disk or S3. Built for AI agents and eval harnesses.
GoApache-2.0★ 6No key
Nano-Lumen is resident general-purpose agent for Windows desktop, designed as a persistent-state system: cross-session, crash-recoverable, local-first privacy. (Beta)
SkillApache-2.0★ 6No key
Durable execution for Spring AI agents. Crash, redeploy, resume. Spring Boot starter with PostgreSQL step store, approvals and Actuator.
SkillApache-2.0★ 1Few starsNo key
Analyzes the downstream impact (blast radius) using data lineage on Google Cloud when a BigQuery table or view is broken, stale, or modified. Identifies all downstream tables, dashboards, and processe
OfficialSkillApache-2.0★ 21k in collectionNo key
Generates Python code using BigQuery DataFrames (BigFrames). Use by default for any Python data task involving BigQuery, including data processing, analysis, and machine learning. Don't use for SQL-fi
OfficialSkillApache-2.0★ 21k in collectionNo key
Go-based MCP server for persistent terminal sessions, background processes and searchable command history.
GoApache-2.0Few starsNo key
Open-source, self-hosted alerting for metrics, logs, and databases. Includes a built-in AI agent and MCP server.
GoApache-2.0★ 13kNo key
Google platform decision and setup guidance, loaded on demand from Google's skill catalog. Use when a developer is choosing or setting up part of their stack, such as where to run a service, a databas
OfficialSkillApache-2.0★ 21k in collectionNo key
Guides building on Qdrant Edge, the embedded in-process shard. Use when someone asks 'how to sync Edge with the server', 'keep a local shard in sync with Qdrant Cloud', 'BM25 or keyword search on Edge
OfficialSkillApache-2.0★ 256 in collectionNo key
Wire the Prisma Next runtime — `db.ts` setup using `postgres<Contract>(...)` from `@prisma-next/postgres/runtime`, `sqlite<Contract>(...)` from `@prisma-next/sqlite/runtime`, or `mongo<Contract>(...)`
OfficialSkillApache-2.0★ 415 in collectionNo key
Browser-native, embeddable BI — dashboards run on DuckDB-WASM over an Apache Arrow data plane for ~zero cost per view, with one-tag embedding, JWT auth, and server-enforced row-level security. LLM/MCP
SkillApache-2.0★ 4Few starsNo key
Apache Camel-style integration framework for .NET. 30+ EIP patterns, 29 transports (Kafka, RabbitMQ, MQTT, S3, gRPC, SFTP, SQL...), fluent C# DSL.
SkillApache-2.0★ 41No key
Covers upgrading Qdrant server and SDKs without interrupting availability or losing data integrity. Use when someone asks 'how do I upgrade Qdrant', 'can I jump from 1.15 to 1.18', 'rolling upgrade wi
OfficialSkillApache-2.0★ 256 in collectionNo key
Self-hosted database performance diagnostics for SQL Server, MySQL & PostgreSQL: trends, AAS insight, Top SQL, plan-change tracking, blocking & deadlock analysis. Single-process deploy, built-in MCP s
SkillApache-2.0★ 92No key
Diagnoses Qdrant production issues using metrics and observability tools. Use when someone reports 'optimizer stuck', 'indexing too slow', 'memory too high', 'OOM crash', 'queries are slow', 'latency
OfficialSkillApache-2.0★ 256 in collectionNo key
Diagnoses and fixes slow Qdrant search. Use when someone reports 'search is slow', 'high latency', 'queries take too long', 'low QPS', 'throughput too low', 'filtered search is slow', or 'search was f
OfficialSkillApache-2.0★ 256 in collectionNo key
AI-first, zero-dependency JavaScript database. Vector search, agent memory, MCP server, and encryption built in. Node.js, Bun, Deno, browsers, and edge runtimes.
SkillApache-2.0★ 21No key
Expanding the candidate pool via relevance feedback, as an alternative to reranking when a dense retriever is too weak. Use when someone asks about 'Qdrant's Relevance Feedback API', 'improving dense
OfficialSkillApache-2.0★ 256 in collectionNo key
Rust-native, Spark-compatible compute engine for the agentic era — batch SQL, streaming and incremental materialized views, from embedded to distributed.
SkillApache-2.0★ 2Few starsNo key
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