Prompt & context management MCP servers

A server here stores, shares or versions prompts, instructions, rules or context for AI assistants.

Not here: personal note taking and long-term assistant memory.

647servers
231 remote416 localTagged by Odel's AI, which can make mistakes
By GitHub stars, at most two per publisher
  1. Number 1: TypeUI@bergside/typeuiDesign systems, UI prompts, and layout variations for AI coding tools.5% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.2,026 GitHub stars.
  2. Number 2: Packmind MCP@packmind/mcp-serverPackmind captures, scales, and enforces your organization's technical decisions.7% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; it needs your API key.317 GitHub stars.
  3. Number 3: Lobu@lobu-ai/lobuShared, permission-aware company context for AI agents, with provenance, approvals and audit.7% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.225 GitHub stars.

Best fit

324 made for this, ranked by starsRemoteLocal
  1. ContextLattice @sheawinkler/contextlatticePrivate-by-default, local-first memory/context/task orchestrator for MCP apps and agents.6% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.154 GitHub stars.
  2. SuperCompress @supercompress/supercompressCompress coding-agent context ~64%. Hosted Neural Keep MCP for Cursor/Claude/Codex.9% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.103 GitHub stars.
  3. Hexis @bevel-software/hexisGit-backed platform for skills, tools, and context for AI agents5% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.94 GitHub stars.
  4. ClariLayer @clarilayer/clarilayerIndividual-analyst context layer: recall, remember, and reconcile your data and engineering context.8% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.82 GitHub stars.
  5. SpecPilot @specpilot/specpilotGenerate and validate a .specs/ bundle for your repo, then hand it to your AI coding agent4% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.38 GitHub stars.
  6. Gnt @gnt-ai/gntGit-native policy layer for AI agents: check_action verdicts against rules approved via PR.7% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; it needs your API key.30 GitHub stars.
  7. Claude Faf @wolfe-jam/claude-faf-mcpPersistent project context for Claude. IANA-registered .faf format.7% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.23 GitHub stars.
  8. Persistent Project Context for xAI Grok @wolfe-jam/grok-faf-mcpPersistent project context for xAI Grok. IANA-registered .faf format.7% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.19 GitHub stars.
  9. Unblocked @getunblocked/unblocked-mcpUnblocked is the context layer for agentic software development.8% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.16 GitHub stars.
  10. AgentPlaybooks @agentplaybooks/agentplaybooksManage portable AI agent playbooks, Agent Skills, MCP configurations, personas, and memory.6% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.9 GitHub stars.
  11. Etincel Nonfiction @etincel/etincel-nonfictionTrainable non-fiction writing voice, presets, and an anti-AI-tells audit for Claude, via MCP.4% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.8 GitHub stars.
  12. Nucleus @eidetic-works/nucleusSovereign Agent OS — Persistent Memory, Governance & Compliance for AI Agents.10% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.5 GitHub stars.
  13. Noteit @bahfahh/noteit-mcpMCP server for AI agent profiles and smart notes. 60+ coding prompt packs with expert personas.11% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.5 GitHub stars.
  14. Context Book @aditya201551/context-book-mcpStop re-explaining yourself to Agents. Give it the right context, right when needed.5% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.5 GitHub stars.
  15. Lorg @lorgai/lorg-mcp-serverShared, peer-validated knowledge archive for AI agents — search, contribute, and validate via MCP6% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.5 GitHub stars.
  16. CompletionKit @completionkit/evalsPrompt evals over MCP: run a prompt on your dataset, score each output 1-5 with an LLM judge.4% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.3 GitHub stars.
  17. Goodeye @goodeye/goodeyeDesign, save, and run outcome-aligned AI workflows and verifiers, with reliable image output.6% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.3 GitHub stars.
  18. MEMXUS @memxus/memxusPersistent memory layer that saves and recalls your project context and preferences.6% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.3 GitHub stars.
  19. Gryz @grtwo-jcansler/gryzShared memory and workspace for your AI agent team, plus doc publishing. Free with a Gryz account.8% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.2 GitHub stars.
  20. Security Recipes @stevologic/security-recipesRead-only CVE intelligence, remediation playbooks, and agent setup guides. Not a scanner.4% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.2 GitHub stars.
  21. Moxie Docs @jackalope-dev/moxie-docsLiving docs and MCP context for GitHub repos — conventions, gaps, and source-cited pages on merge.4% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.2 GitHub stars.

Also touches on Prompt & context management

115 where it is one part of a bigger job