Search: context
Search MCP servers and agent skills by name, description, category or topic — 923 results.
coreyhaines31/product-marketing-context
Create and maintain a product marketing context document for consistent messaging
GLips/Figma-Context-MCP
Provide coding agents direct access to Figma data to help them one-shot design implementation.
deanpeters/context-engineering-advisor
Diagnose context stuffing vs. engineering and guide memory and retrieval design
muratcankoylan/context-fundamentals
Understand what context is, why it matters, and the anatomy of context in agent systems
muratcankoylan/context-degradation
Recognize patterns of context failure: lost-in-middle, poisoning, distraction, and clash
muratcankoylan/context-compression
Design and evaluate compression strategies for long-running sessions
muratcankoylan/context-optimization
Apply compaction, masking, and caching strategies
NVIDIA/Megatron-Bridge/perf-hierarchical-context-parallel
Operational guide for enabling hierarchical context parallelism in Megatron-Bridge, including config knobs, code anchors, pitfalls, and verification.
NVIDIA/Megatron-Bridge/perf-moe-long-context
Long-context MoE training guidance for Megatron Bridge.
trailofbits/audit-context-building
Deep architectural context via ultra-granular code analysis
shashankss1205/codegraphcontext
An MCP server that indexes local code into a graph database to provide context to AI assistants with a graphical code visualizations for humans.
modelcontextprotocol/server-everything
MCP server that exercises all the features of the MCP protocol
sheawinkler/ContextLattice
Private-by-default memory and context layer for agents with Go/Rust runtime, staged retrieval across fused data backends, and long-horizon context continuity.
dodopayments/contextmcp
Self-hosted MCP server that indexes documentation from various sources and serves it to AI Agents with semantic search.
PatrickSys/codebase-context
Local MCP server that shows AI agents which patterns your team actually uses, what files a change will affect, and when there is not enough context to trust an edit. 30+ languages, fully local.
contextstream/mcp-server
Universal persistent memory for AI coding tools. Semantic code search, knowledge graphs, impact analysis, and decision tracking. 90.0% on LongMemEval-S. Works across Cursor, Claude Code, Windsurf, and any MCP client. `npx -y @contextstream/mcp-server`
bh-rat/context-awesome
MCP server for querying 8,500+ curated awesome lists (1M+ items) and fetching the best resources for your agent.
PrinceGabriel-lgtm/freshcontext-mcp
Real-time web intelligence with freshness timestamps. GitHub, HN, Scholar, arXiv, YC, jobs, finance, package trends — every result stamped with how old it is.
j0hanz/filesystem-context-mcp-server
Read-only MCP server for secure filesystem exploration, searching, and analysis with symlink protection.
redleaves/context-keeper
LLM-driven context and memory management with wide-recall + precise-reranking RAG architecture. Features multi-dimensional retrieval (vector/timeline/knowledge graph), short/long-term memory, and complete MCP support (HTTP/WebSocket/SSE).
alfredoizdev/contextforge-mcp
Persistent memory for Claude Code, Cursor, and GitHub Copilot via MCP. Semantic search, Git commit/PR sync, project-based organization, team collaboration. Free tier available. `npx contextforge-mcp`
turbyho/fw-context-mcp
Build-aware code intelligence for embedded C/C++ firmware. Indexes your project from compile_commands.json via libclang into SQLite+FTS5. 31 MCP tools for symbol search, call graphs, hotspot analysis, dead code detection, and vector search. For Zephyr, PlatformIO, Mbed OS, Arduino, FreeRTOS.
fulcradynamics/fulcra-context-mcp
MCP server for accessing personal health and biometric data including sleep stages, heart rate, HRV, glucose, workouts, calendar, and location via the Fulcra Life API with OAuth2 consent.
ContextPulse/contextpulse
Local-first desktop context server for AI agents. Captures screen (OCR), voice (Whisper), keyboard/mouse activity, and clipboard. Exposes 35 MCP tools for screen capture, voice transcription, activity history, semantic memory, and project detection. Zero cloud dependency. AGPL-3.0.
Alepha188838884/context-firewall
Local proxy that collapses N downstream MCP servers into 4 meta-tools with progressive tool discovery (measured: 122 tools → 4, ~28.6K tokens of definitions saved), compresses large tool outputs (HTML→Markdown, JSON structure summarization, base64 stripping — 60–95% measured on real pages/APIs) with full-output retrieval via `read_more`, and prints a per-session token-savings report. Security-rele
contextium-io/contextium-mcp-server
One shared context for every AI tool your team uses. Serves your team's knowledge, coding standards, skills, and AI agents to Claude, Cursor, Copilot, and any MCP client — load a whole workflow (docs, agents, skills, tasks, phases) in a single call. Versioned and permissioned. `npx @contextium/mcp-server`
ErebusEnigma/context-memory
Persistent, searchable context storage across Claude Code sessions using SQLite FTS5. Save sessions with AI-generated summaries, two-tier full-text search, checkpoint recovery, and a web dashboard.
none298-dotcom/mylinedchart-mcp-chart-context
Read-only MCP server exposing your live MyLinedChart desktop chart context (symbol, candles, drawings, indicators, IBKR status) to local AI agents. Local, private, read-only.
modelcontextprotocol/server-puppeteer
Browser automation for web scraping and interaction
modelcontextprotocol/server-postgres
PostgreSQL database integration with schema inspection and query capabilities
modelcontextprotocol/server-sqlite
SQLite database operations with built-in analysis features
modelcontextprotocol/server-memory
Knowledge graph-based persistent memory system for maintaining context
modelcontextprotocol/server-google-maps
Google Maps integration for location services, routing, and place details
modelcontextprotocol/server-fetch
Efficient web content fetching and processing for AI consumption
modelcontextprotocol/server-git
Direct Git repository operations including reading, searching, and analyzing local repositories
modelcontextprotocol/server-gitlab
GitLab platform integration for project management and CI/CD operations
context-rot-detection
Gives AI agents self-awareness about their cognitive state. Monitors token utilization, context quality degradation, and session fatigue. Returns health scores (0-100) and recovery recommendations based on model-specific degradation curves.
keturiosakys/bluesky-context-server
Bluesky instance integration for querying and interaction
ericbrown/project-context-mcp
Exposes `.context/` folder files as MCP resources, giving Claude Code instant access to project documentation via `@` mentions.
nguyenvanduocit/all-in-one-model-context-protocol
Some useful tools for developer, almost everything an engineer need: confluence, Jira, Youtube, run script, knowledge base RAG, fetch URL, Manage youtube channel, emails, calendar, gitlab
muhannad-hash/git-context-mcp
Answers "why does this code exist?" by tracing any line back through the commit, GitHub PR description, and linked issues. Five tools: blame context, commit story, file history, commit search, and file contributors. `npx git-context-mcp`
XJTLUmedia/Context-First-MCP
Session memory, context health monitoring, reasoning quality, and truthfulness verification MCP server with 37 tools and tiered memory storage. `npx -y context-first-mcp`
TamiShaks-2/git-context-mcp
Local MCP server that provides structured Git repository analysis (project status, recent activity, code map, and risk hotspots) for AI coding agents.
tubasasakunn/context-apps-mcp
AI-powered productivity suite connecting Todo, Idea, Journal, and Timer apps with Claude via Model Context Protocol.
mediar-ai/screenpipe
Local-first system capturing screen/audio with timestamped indexing, SQL/embedding storage, semantic search, LLM-powered history analysis, and event-triggered actions - enables building context-aware AI agents through a NextJS plugin ecosystem.