MCP servers and skills: search, filter by where they run, and compare.
Nothing matches every word exactly, so these are the closest matches.
Memory Engine is a local-first MCP server that gives coding agents persistent, evidence-backed project memory. It automatically builds a project knowledge base, retrieves relevant architecture, constr
PythonMIT★ 127No key
Persistent memory, reflection & safety for AI agents. Zero dependencies — no vector DB, no embedding server. BM25 + multi-hop graph retrieval. MCP server with 10 tools.
PythonMIT★ 77No key
Repo-local continuity runtime for AI coding agents. Helps them continue from the same inspectable work state instead of starting cold. Stop onboarding your coding agents like rookies every session.
PythonMIT★ 58No key
WAKE.md for AI agents: compile project state so agents stop starting cold.
PythonMIT★ 19No key
Engram-inspired memory MCP server with hot cache and pattern mining
PythonMIT★ 10No key
17 MCP query tools for codebase navigation — functions, classes, imports, dependency graphs, change impact. Zero dependencies. 87% token reduction.
PythonAGPL-3.0★ 63No key
Multi-agent shared brain across Claude Code/Desktop, Codex, Gemini, Copilot, VS Code. Cross-session memory, self-improving skill loops, inter-agent signaling — one local MCP server.
PythonMIT★ 13No key
See where your Claude Code tokens go — cost per call scales 4.3x with context size. Hooks + SQLite + dashboard + MCP server for context window forensics.
PythonMIT★ 18No key
MCP server + web dashboard + Windows Tauri app for home LAN devices (Tapo, Hue, Ring, Nest, Shelly).
PythonMIT★ 4Few starsNo key
Open-source memory for AI agents. MCP-native. Self-hosted. One Docker image.
PythonMIT★ 8No key
Model Context Protocol server for Engrava — expose an AI agent memory database to any MCP client (Claude Desktop, Cursor, VS Code…) over stdio.
PythonMIT★ 1Few starsNo key
MCP + REST server exposing fast search over Linux kernel mailing list archives (lore.kernel.org) to LLM developer tools. Python 3.14 + Rust (PyO3) with custom three-tier index: columnar metadata, trig
PythonMIT★ 4Few starsNo key
Persistent Project Context for Google Gemini — IANA-registered .faf format · MCP server + Cloud Run REST API
PythonMIT★ 2Few starsNo key
Your LLM knows what textbooks say. This tells it what people actually think. Searches 9 public discussion platforms — semantic routing, no API keys required.
PythonMIT★ 1Few starsNo key
MCP server for Peil — log hours, draft invoices and check where you stand as a Dutch freelancer, from Claude, ChatGPT or Gemini.
PythonMITFew starsNeeds a key
DM / IM for AI agents — A2A 1.0 client SDK, daemon framework, per-friend memory + wake context, and MCP server
PythonApache-2.0Few starsNeeds a key
Judge hardware timing, serial boot logs and decoded traces against YAML contracts. pass/marginal/fail with evidence. MCP server, pytest plugin, GitHub Action.
PythonMITFew starsNo key
Real-time, free crypto market data for any AI agent — via MCP. 19 tools, 73 indicators, multi-timeframe analysis (deep_analyze).
PythonMIT★ 1Few starsNo key
MCP server that gets Claude to 97.9% (188/192) on a real coding benchmark at -80% active tokens and -83% wall time, vs 78.3% plain. Structural code navigation + persistent memory engine. Works with ev
PythonMIT★ 1.2kNo key
Embedded, local-first agent memory. No server, no daemon, no mandatory cloud key.
PythonApache-2.0★ 43No key
RoastPilot MCP server for coffee-roaster telemetry, controlled actuation, first-crack detection, roast metrics, and log export.
PythonApache-2.0Few starsNo key
SQL Benchmarking Laboratory using Dagster for Orchestration
PythonApache-2.0★ 2Few starsNo key
Alexey Vorobey's experimental expert circle for Claude Code — 16 distilled mental models (Eric Seufert, Andrew Chen, Elena Verna, ...) that auto-refresh on cadence from LinkedIn, RSS, YouTube, podcast
SkillMIT★ 5No key
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