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

Best fit

324 made for this, ranked by starsRemoteLocal
  1. 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.
  2. 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.
  3. Skillsmith @smith-horn/skillsmithShare agent skills across your team, scan them for risk, and track what's actually used.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.76 GitHub stars.
  4. MDMA @mobilereality/mdmaMCP server for MDMA — exposes spec, prompts, docs, and package metadata to AI assistants.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.69 GitHub stars.
  5. Sipcode @anuj7411/sipcodeContext hygiene for Claude Code: drift detection, re-read dedup, and token analytics.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.46 GitHub stars.
  6. DollhouseMCP @dollhousemcp/mcp-serverOSS to create Personas, Skills, Templates, Agents, and Memories to customize your AI experience.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.45 GitHub stars.
  7. WPF Dev Pack @christian289/wpf-dev-pack-mcpServes WPF Dev Pack knowledge topics to AI agents from a local repo clone.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from NuGet.41 GitHub stars.
  8. 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.
  9. Cartographer @beppetemp/cartographerGovernance MCP server for agent-maintained knowledge bases (OKF): git-backed writes, search, lint.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.37 GitHub stars.
  10. OSINT Agent Skills @frangelbarrera/osint-agent-skillsOSINT MCP server — 23 tools: DNS, WHOIS, Shodan, breaches, GEOINT, crypto. Works with Claude Code.11% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.36 GitHub stars.
  11. prompts.chat MCP Server @f/prompts-chat-mcpSearch and retrieve AI prompts from prompts.chat, the social platform for AI prompts.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.36 GitHub stars.
  12. Bhived MCP @artkeyai/bhived-mcpShared knowledge graph, skills, and tool discovery for AI agents through the Model Context Protocol.7% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.35 GitHub stars.
  13. briefd @ismailperim/briefdGit-backed team knowledge compiled into token-budgeted context bundles for coding agents3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.31 GitHub stars.
  14. 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.
  15. Rigour @rigour-labs/rigourLets coding agents review their change, find an existing helper, and recall the team's lessons.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.27 GitHub stars.
  16. Awesome Agent Skills @shadowrootdev/awesome-agent-skillsMCP server with 100+ AI agent skills from Anthropic, Vercel, Trail of Bits, Hugging Face & more.8% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.26 GitHub stars.
  17. Speclock @sgroy10/speclockAI Constraint Engine — enforces CLAUDE.md and .cursorrules as laws. 51 MCP tools.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.25 GitHub stars.
  18. Infimium @aryankumar06/infimiumPrivate AI context layer for semantic code search, dependency graphs, memory, and workspaces.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.24 GitHub stars.
  19. Delimit — Keep the state. Change the model. @delimit-ai/delimit-mcp-serverKeep the state. Change the model. Shared context and a multi-model panel across coding assistants.8% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.24 GitHub stars.
  20. 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.
  21. Claude FAF @faf/claude-faf-mcpPersistent project context for Claude. IANA-registered .faf format.7% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.23 GitHub stars.
  22. 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.
  23. Grok FAF @faf/grok-faf-mcpPersistent project context for xAI Grok. IANA-registered .faf format.8% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.19 GitHub stars.
  24. CommitLore @monglong0214/commitloreGit-native decision memory for coding agents: only the decisions still in force for the edited path5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from a package registry.18 GitHub stars.