AI and memory servers store what an agent learns, retrieve from vector indexes, or call other models. Note where embeddings are computed and where memories are stored before you connect one. 3564 published MCP servers match this ranking. The highest trust scores right now are MCP Protocol Conformance at 65, TF2 Wiki at 65, swiss-energy-mcp at 65. The order is the published trust score: registry record, license, maintenance, popularity, documentation, and security signals. Featured slots, when an editor sets them, are labeled and do not change the score. Best AI and memory MCP servers is not a paid placement.
Every server that matches this ranking, ordered by trust score.
Smart LLM routing across every major provider via one OpenAI-shape API.
Unified MCP server bridging Claude Code and Ollama to Roblox Studio and Blender.
Unknown author
Live LLM API pricing: token prices, comparisons, cheapest-model lookups. No key required.
MCP server for converting bitmap images to SVG vector graphics using potrace tracing.
Ground your LLM in EU financial, crypto and AI regulation, verbatim and cited, via Compass.
Persistent memory + decision tracking for Claude across sessions. Local SQLite, no cloud.
Unknown author
Local deterministic project memory for AI agents with context packs, gates and checkpoints.
Through-the-upgrade dependency-migration briefs for LLM coding agents.
MarBoba IDP catalog as MCP tools: projects, APIs, runbooks, on-call, SLOs. Bring your own LLM.
Shared memory & coordination for AI coding agents — a blackboard, not an orchestrator.
AI safety middleware — detects self-harm and criminal intent in LLM prompts.
Post-tx outcome verification via LLM-as-judge. Zero Core Verify.
Persistent long-term memory for Claude Desktop / Claude Code, backed by EvolutionDB.
Smart structured-data to TOON gateway: converts to TOON only when it saves LLM tokens.
Local-first memory for AI agents: SQLite FTS5, deterministic recall, no vector DB, no cloud.
Routes AI tasks to dynamic LLM-generated skills via an orbital classifier.
MCP server for NVIDIA NIM - 50+ LLMs, multimodal, image gen, embeddings, reranking
One searchable memory of your Claude.ai chats and Claude Code sessions, served over MCP.
Correction-first agent memory. Precision KPI tracks if agents heed warnings. 5 layers, local-only.
Generate QA datasets & evaluate RAG systems with failure diagnosis. Any LLM.
MCP server for persistent, semantic memory across AI sessions
Governed AI-agent memory, Evidence Ledger traces, evals, and portable context tools.
9-LLM consensus + disagreement scoring + cheapest-route picks to fight hallucinations.
Clarity and memory persistent workspace context manager for Claude.