database MCP Server
AI memory brain for Claude Code, Cursor, Copilot & Windsurf — 120+ MCP tools. Persistent sessions, lessons learned, semantic search, Team Brain, managed Valkey/Redis. Free tier.
Discovered via github-topic:mcp and last synced 3mo ago.
Install instructions not detected yet
Check the source repository for the latest setup steps.
Causal chain — find lessons affected by a dependency change
Spin up a new instance (free or paid)
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Pre-warm cache with prompt/response pairs
Description
List all your cache instances
Auto-classify prompt into code/qa/summary/translation/creative
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Get the `redis://` URL for your app
Merge conflicting lessons into one canonical version
`https://api.cachly.dev`
Remove an instance
Memory, hit rate, ops/sec
unset
Generate a self-managing `CLAUDE.md` / `copilot-instructions.md` from Brain content
Tool
Health check: lesson count, IQ boost %, open failures
Index source files for semantic retrieval
What it does
Contribute verified lesson to global Knowledge Commons
✅ All plans: **EU servers · GDPR-compliant · 99.9% SLA · No credit card for Free** --- ## Environment Variables
Search community solutions by tech stack
Without cachly
❌
Distill all lessons into a Crystal for instant team context
What it does
Contribute with cryptographic provenance certificate
Context-weighted global search
Find cached entries by meaning
RAM
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unset
Specialist AI agents vote to resolve contradictory lessons
Team Crystal — fixes that 2+ teammates independently converged on (the cross-person, causal layer)
`text-embedding-004`
Hope nothing breaks
Env var
Price
Force a specific one with `CACHLY_EMBED_PROVIDER=openai`. Run `npx @cachly-dev/mcp-server@latest health` to confirm which provider is active. **Point at your own backend (self-hosting).** Every cachly install can talk to a private backend instead of `api.cachly.dev`: ```bash # One-shot: wire up the wizard against your self-hosted backend npx @cachly-dev/mcp-server@latest autopilot --api-url https://cachly.mycorp.internal # Or non-interactively npx @cachly-dev/mcp-server@latest init \ --instance-id <uuid> --api-key <cky_live_...> \ --api-url https://cachly.mycorp.internal ``` `setup`/`init` bake `CACHLY_API_URL` into the editor config **only** when it differs from the default cloud — so default installs stay clean, and self-hosted installs keep talking to your backend on every editor launch. All data stays in your infra. --- ## Pricing
Persistent plans in the UI with step tracking and brain-viz overlay
Immutable, admin-only governance trail: every role change & lesson confirmation
Path
mem0
`OPENAI_API_KEY`
❌
`MISTRAL_API_KEY`
What it does
Detect contradictions, merge duplicates, expire stale lessons
`COHERE_API_KEY`
What the Brain does — no prompting
Inspect the causal graph around any concept
`nomic-embed-text`
Sweeps stale lessons, flags provisional, archives orphans
A reviewer confirms a lesson (🛡️ senior / ✔️ peer) → ranks higher in recall · reviewer-gated
Config file written
Implements API rate limiting and throttling controls using token bucket, sliding window, and fixed window algorithms to protect against brute force attacks, credential stuffing, resource exhaustion, and API abuse. The engineer configures per-user, per-IP, and per-endpoint rate limits using Redis-backed counters, API gateway plugins, or application middleware, and implements proper HTTP 429 responses with Retry-After headers. Activates for requests involving rate limiting implementation, API throttling setup, request quota management, or API abuse prevention.
Use this skill when designing database schemas, optimizing queries, creating indexes, planning migrations, or choosing between database technologies. Triggers on schema design, normalization, indexing strategies, query optimization, EXPLAIN plans, migrations, partitioning, replication, connection pooling, and any task requiring database architecture or performance decisions.
Database Workflow Bundle workflow skill. Use this skill when the user needs Database development and operations workflow covering SQL, NoSQL, database design, migrations, optimization, and data engineering and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
AppDeploy Skill workflow skill. Use this skill when the user needs Deploy web apps with backend APIs, database, and file storage. Use when the user asks to deploy or publish a website or web app and wants a public URL. Uses HTTP API via curl and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
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