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. 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.
  2. 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.
  3. 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.
  4. 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.
  5. 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.
  6. 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.
  7. 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.
  8. 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.
  9. 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.
  10. 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.
  11. 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.
  12. 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.
  13. 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.
  14. Openfuse @openfused/openfuse-mcpEncrypted mail, shared memory, and persistent context for AI agents.7% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.18 GitHub stars.
  15. Cortex @danielblomma/cortexLocal repo context for coding assistants with semantic search and graph relationships.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.18 GitHub stars.
  16. Lockkeeper @hannay001/lockkeeperRoutes each task to the few skills, MCP servers and tools that fit it.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.17 GitHub stars.
  17. Promptheus @abhichandra21/promptheusAI-powered prompt refinement with adaptive questioning and multi-provider support (6+ LLM backends)4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.17 GitHub stars.
  18. Brandsystem MCP — Brand Guidelines for AI @brandcode-studio/brandsystem-mcpUse existing brand guidelines with AI. Turn websites, PDFs, and Figma into a .brand runtime.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.15 GitHub stars.
  19. Agent Skill Loader @back1ply/agent-skill-loaderDynamically load Claude Code skills into AI agents without copying files.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.15 GitHub stars.
  20. Memoir @camgitt/memoirPersistent memory for AI coding tools via MCP. Remembers across sessions and machines.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.14 GitHub stars.
  21. CogniRepo @ashlesh-t/cognirepoFAISS, call graph, AST, BM25 — 34 MCP tools for AI agents. 50-80% token reduction. Offline.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.14 GitHub stars.
  22. MCP Skills Server @srprasanna/mcp-skills-serverMCP server that loads and serves skills from a mounted directory with hot reload.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.13 GitHub stars.
  23. MCP Skills Server @srprasanna/mcp-skill-hubMCP server that loads and serves skills from a mounted directory with hot reload.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.13 GitHub stars.
  24. Clarifyprompt @lumabyteco/clarifypromptAI prompt optimization for 58+ platforms across 7 categories with custom platforms4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.13 GitHub stars.