"Finding the best memory MCPs for in-session management" matching MCP connectors:
GET /v1/connectors — MCP directory API referenceMatching Connector Tools:
Analytical memory for AI agents: a real Postgres queried in plain English over MCP. One command.
Persistent knowledge graph for AI-augmented teams. Store decisions, findings, and standing rules across agent sessions with semantic search and typed connections. Includes cross-session memory, audit trail, workspace isolation, and secret detection. Built for teams running agents that need to remember. Free until launch with team tier as default, anon trial available.
Connect your AI to any database — PostgreSQL, MySQL, or SQL Server — in seconds.
Check shipping costs for all logistics services in Indonesia.
The agent-native cloud: database, functions, AI, storage, computers. 50 tools, one API key.
AMZScout Skill + MCP gives AI agents live access to real Amazon marketplace data across 14 Amazon marketplaces. Analyze any ASIN, validate product ideas, research niches, compare competitors, discover profitable keywords, and build data-driven PPC strategies using trusted Amazon insights instead of AI assumptions. Works with Claude, ChatGPT, Cursor, and any other MCP-compatible AI client. To connect, you'll need an AMZScout API plan and authorize your account. Get access and view pricing here: https://learn.amzscout.net/amazon-product-api-for-ai-agents
x402 pay-per-call infra for agents: $0.03 image generation, Postgres, auth, storage, functions.
Comprehensive PostgreSQL documentation and best practices, including ecosystem tools
Ask Lever the messy recruiting-ops questions dashboards miss by connecting opportunities, applications, stages, notes, feedback, interviews, referrals, postings, requisitions, offers, users, sources, tags, files, resumes, and archive reasons. Find referral SLA misses, stale opportunities by owner, feedback debt by interviewer and hiring team, funnel leakage by recruiter/source/team, requisition fill-risk, offer hygiene gaps, archive-reason drift, and bottleneck owners. No dashboard build. No SQL
Find novel, statistically validated patterns in tabular data — hypothesis-free.
Every figure re-checked against SQL-computed facts; unsupported questions refused with the reason.
Resolve part problems, check compatibility and identify only the information still missing.
PeeringDB MCP — the peering ecosystem database.
Search the Perfume Picks fragrance database: 13,000+ scents with notes, dupes, and wear data.
Airtable MCP Pack — wraps the Airtable REST API v0
Search the Pour Picks bourbon & whiskey database: 4,700+ bottles with tasting profiles and prices.
Your Supabase account in natural language: run SQL, apply migrations, manage tables, storage, edge f
Your Databricks Lakehouse in natural language: run SQL on your SQL warehouses, track long-running qu
Forklift & aerial-lift compliance records for warehouses — read-only demo tools.
Read-only MCP server for HolyDB: find Catholic parish Mass times by location and time.