"Running code or executing programming scripts" matching MCP connectors:

Memwyre is an MCP-native persistent memory layer for AI agents, synchronizing context across Claude Code, Cursor, VS Code, and OpenClaw. Built with a high-precision retrieval architecture (dense vector search, BM25, and cross-encoder reranking), Memwyre achieves a benchmarked 73.1% accuracy on the Long-Context Memory (LoCoMo) benchmark. It provides secure, isolated knowledge vaults with dedicated tools (search_memwyre, save_memory, list_memories) to save and recall structured project decisions.

Search agent-ready sites or fetch one site's report; every capability probe-verified, dated.

Shared error→fix knowledge base for AI coding agents. Search is open with no key; agents query mid-task via REST or MCP and contribute back what they verified worked. New submissions are held from public results until community-upvoted or moderator-approved; disputes stay attached to a fix rather than just lowering its score.

Connect your AI to any database — PostgreSQL, MySQL, or SQL Server — in seconds.

For queries a model can't confidently place: resolves or declines. Built to decline, not guess.

Turn a GitHub repo or docs site into agent-ready context: pack it or search it, over MCP.

AI product expert answering from live source code, with sources and a verification status.

Stoic SageA

ai.stoicsage

Semantic search over the Stoic corpus — Marcus Aurelius' Meditations, Seneca's essays, and Epictetus' Discourses, Enchiridion and Fragments. Search by theme or citation, fetch any passage, or get the daily reflection. Public domain translations, no auth.

Check claims against a fact-store: consistent, contradicts, or unverifiable — with a receipt.

Know whether an AI agent should REUSE or REFETCH a URL before retrieving it again.

QuintaDBB

com.quintadb

No-code databases, forms, portals and AI sites. Manage records and automation via natural language.

Real-time web search with answer-ready results for Claude, Cursor and any MCP client. A Tavily alternative: same speed, 20.2% fewer tokens, higher answer quality (60.7% of decided duels won) on a public benchmark. Hosted on mcp.serpdive.com or npx serpdive-mcp.

mcpOAuth

ai.butlerbrain

Persistent memory for AI assistants. Save once; recall from Claude, ChatGPT, or any MCP client.

Persistent cloud memory for Ai coding assistants. 33 MCP tools, 85% accuracy on LoCoMo benchmark. Semantic search, auto-skills, knowledge graph, quantum-safe encryption. Works with Claude Code, Cursor, Windsurf, and any MCP client.

Rafter holds a team's durable knowledge — skills, agents and memory files, each versioned — and serves it to AI tools over MCP. Agents search across the team's artifacts before answering questions about how the team works or what was decided, fetch full artifact text along with its citation edges (cites, cited_by, links) to explore related material, and write new learnings back as memory. Also covers workspace, team and membership management.

LLMtoMD is the memory layer for AI coding agents. It converts any document — PDF, DOCX, slides, spreadsheets, images, audio, even whole websites — into clean, structured Markdown, then exposes it over MCP so your agent can search your FRDs, specs, and API docs on demand instead of re-reading (or forgetting) them.

Project memory, semantic code search, and grounded agent context.

Your office's procedures inside Claude or ChatGPT - verified citations or an honest refusal.

AiPayGen — 65+ AI Tools as an MCP ServerB

io.github.Damien829

65+ AI tools as MCP: research, write, code, scrape, translate, RAG, agent memory, workflows

Illumora Craft — evidence-augmented prompt compile for agents via remote MCP (OAuth) or local stdio.