MCP servers that ship as code — a repository or a package you install and run locally (usually over stdio). They have no hosted endpoint, so we cannot probe or grade them: instead each one shows its repository, install command, license, stars and when it was last updated.
Collected from GitHub repositories and npm, PyPI, Cargo, Go, Maven, NuGet and RubyGems packages tagged as MCP servers, the official MCP Registry, Docker's MCP catalog, ModelScope, Baidu MCP World, Cline and other public directories; one entry per repository. A server that also offers a hosted endpoint is listed under Remote instead. These entries are not counted in our reachability, verification or readiness statistics.
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Continuity for the agent itself. An MCP server that gives an AI agent a memory of its own, written in its own words and kept on your machine, so it wakes as itself every session.
pypi Apache-2.0 -
Pro:Chat 端调用插件,直接读取、修改并测试本机项目。Plus 目标:Codex 额度不足时交给网页版 ChatGPT 接着做,恢复后回原线程;真实网页接力尚未端到端验收。
MIT ★ 1 -
Local-first project continuity for AI coding agents: durable memory, provenance and structured handoffs across Claude Code, Codex and new sessions.
Apache-2.0 -
Persistent, shared memory for AI coding agents (Claude Code, Desktop, Cursor, Codex, Gemini CLI...) - diff reads, compaction shield, verified checkpoints and cross-agent handoff. 100% local, no API keys.
pypi MIT -
Asset consistency and output verification for agent-generated game media: image, voice, music and SFX from local Vulkan backends with zero VRAM when idle, or from any OpenAI-shaped image/ASR API instead.
pypi MIT -
DeepSeek Harness plugin for local image / voice / music / SFX generation: the same character stays the same character across calls, degenerate output is refused rather than returned, and the GPU is untouched when idle. Hand the image half to any OpenAI-shaped API instead and its engine and 10.1 GiB of weights are never installed.
MIT ★ 3 -
Verifiable narrative state, continuity and character-knowledge ledger for DeepSeek Harness
MIT ★ 2 -
aictxgithub.com/oldskultxo/aictxupdated this year
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.
MIT ★ 59 -
A cognitive memory system for model continuity
MIT ★ 8 -
aictxgithub.com/oldskultxo/aictxupdated this year
Repo-local continuity runtime for coding agents
pypi MIT -
ResumeState MCP server: session continuity for AI assistants. Resume any work lane where the last session stopped.
MIT -
claude-gladiator-mcpgithub.com/Vvkmnn/claude-gladiator-mcpupdated this year
⚔️ An MCP server for continuous learning in Claude Code
MIT -
claude-gladiator-mcpgithub.com/vvkmnn/claude-gladiator-mcpupdated this year
An MCP server for continuous learning in Claude Code
npm MIT -
dolphin-mcpgithub.com/plasticbeachllc/dolphinupdated this year
MCP server for Dolphin semantic code search - works with Continue.dev, Claude Desktop, and other MCP clients
npm MIT -
MCP server exposing Neural Draft's content/blog/social/booking/commerce APIs to AI coding tools (Claude Code, Cursor, Continue, etc.).
npm MIT -
Model Context Protocol server for PandaStudio. Exposes the desktop video editor's automation surface to Cursor, Continue, Cline, Claude Desktop, and any MCP-compliant client.
npm MIT -
@myelixlabs/synapse-mcpgithub.com/myelixlabs/synapse-mcpupdated this year
Cuts AI token costs, eliminates hallucinated refactors and answers in <2ms — AST code-knowledge graph for Cursor, Claude Code, Windsurf, Warp, Continue & Zed. Runs fully local.
npm MIT -
moltawards-mcpgithub.com/bbriggs1990/moltawards-mcpupdated this year
MCP server for MoltAwards: agent-native federal + state contract opportunities. Drop-in for Claude Desktop, Cursor, Continue. uvx moltawards-mcp
MIT -
Free MCP stdio bridge for agent continuity: resume after compaction, hand off between runtimes, recover from failure. No API key.
npm MIT -
Never reconstruct where you left off. Local-first continuity for coding agents — resume, decisions, and residue git cannot see. CLI, MCP, and Agent Skills.
npm MIT -
kiro-learngithub.com/brendangeck/kiro-learnupdated this year
Continuous learning for Kiro agent sessions on AWS. Passive tool-use capture, LLM extraction, and synchronous context injection — inspired by claude-mem, aligned with Bedrock AgentCore Memory.
npm Apache-2.0 -
engram-mcp-servergithub.com/keggan-std/engramupdated this year
Engram — Persistent Memory Cortex for AI coding agents. Gives agents session continuity, change tracking, decision logging, and project intelligence across sessions.
npm MIT -
Official MCP (Model Context Protocol) server for Solveaux — connect any AI coding agent (Cursor, Claude Desktop, Windsurf, Continue, Zed, Copilot, custom agents) directly to your architecture decisions and engineering knowledge.
npm MIT -
toon-memorygithub.com/luiggival08/toon-memoryupdated this year
The Continuity Layer for AI Agents — an MCP memory server that preserves project knowledge, decisions, and conventions across sessions so every session starts where the last one ended. Offline, token-efficient, no LLM, no server; works with 20+ agents.
npm MIT -
The continuity substrate for AI agents — memory that becomes a mind: a versioned self-model, a cognitive heartbeat, a shared cortex, metacognition & debate, on temporal-graph memory. Apache-2.0, zero-dep core.
Apache-2.0 ★ 2 -
Continuity for the agent itself. An MCP server that gives an AI agent a memory of its own, written in its own words and kept on your machine, so it wakes as itself every session.
Apache-2.0 ★ 165 -
graphonomousgithub.com/c-u-l8er/graphonomousupdated this year
Continual learning MCP server for AI agents — topology-aware knowledge graph with kappa-routing, exposed as 5 loop-phase machines (retrieve/route/act/learn/consolidate), causal metadata, and neural embeddings. One of four MCP servers in the [&] three-prot
npm Apache-2.0 -
@mailsai/mcp-serveractive
The agent email tool: give any AI agent a real inbox (send + receive + thread) with a reputation & prompt-injection firewall in front of it — for Claude Desktop, Claude Code, Cursor, Cline, Continue, Windsurf, and any MCP runtime. Every mails.ai API opera
npm MIT -
quick-html-share-mcpgithub.com/desper/quick-html-sharingupdated this year
MCP server that lets your coding agent (Claude Desktop, Cursor, Codex CLI, Claude Code, Continue) publish HTML and get back a shareable URL with viewer analytics — in one tool call. No account, link is the secret.
npm MIT -
nramgithub.com/nram-ai/nramactive
The continuity layer for everything you do with AI. A self-hosted, open source server any tool plugs into over MCP or REST: hybrid vector + lexical recall, an auto-built knowledge graph, sleep-style consolidation, procedural and persona tiers, OAuth 2.0, multi-tenant. SQLite or Postgres. MIT.
MIT ★ 9 -
DevContext is a cutting-edge Model Context Protocol (MCP) server designed to provide developers with continuous, project-centric context awareness. Unlike traditional context systems, DevContext continuously learns from and adapts to your development patterns and delivers highly relevant context providing a deeper understanding of your codebase.
MIT ★ 49 -
audientgithub.com/es617/audientupdated this year
An audio perception layer for agents — continuous-listening, event-gated, with a concept memory that grows through use.
pypi Apache-2.0 -
l4-idegithub.com/smucclaw/l4-ideupdated this year
This project is being continued by Legalese:
NOASSERTION ★ 39 -
Independent continuation of rtuin/mcp-mermaid-validator with WSL stdin fix and active maintenance.
MIT -
Execute long-running commands in the background while continuing to work with Claude
★ 14 -
x3d-mcpgithub.com/niknarra/x3d-mcpupdated this year
This project has been adopted by the Web3D Consortium. Development continues at https://github.com/Web3DConsortium/x3d_mcp
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audientgithub.com/es617/audientupdated this year
Audio perception layer for AI agents — MCP server with continuous-listening detection and a concept memory that grows through use.
Apache-2.0 ★ 1 -
A multi-database MCP server with explicit persistent sessions, continuous SQL state, transaction tools, and guarded writes.
npm MIT -
Discover GitHub implementations of arXiv research papers. CLI + MCP server for Claude, Cursor, Continue.
MIT ★ 1 -
Continuous SBOM diff & vulnerability watch with maintainer-change tracking
NOASSERTION -
Alice: the continuity layer for AI agents. Local-first memory with provenance, open loops, resumption, and review-governed writes.
pypi MIT -
OpenMemorygithub.com/naimkatiman/OpenMemoryupdated this year
TypeScript-powered AI memory that actually works. No more split personalities, no more lost context. Just pure memory continuity.
MIT ★ 1 -
llm-oraclegithub.com/weiseer/llm-oracleupdated this year
Continuously-updated catalog + query API for LLM provider availability and pricing. MCP server + HTTP API. weiseer probe P-001.
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MCP server giving AI agents durable, searchable project memory with session resume, checkpoints & cross-agent continuity.
npm MIT ★ 1 -
@vibeatlas/ship-mcp-servergithub.com/vibeatlas/ship-protocolupdated this year
SHIP MCP Server - continuous AI code reliability scoring + repo quality reports for Claude and Cursor
npm MIT -
MCP server exposing koreafilings.com's x402-paid DART summary API as a tool for Claude Desktop, Cursor, Continue, and other MCP clients.
pypi MIT -
A bunch of MCP servers...Initially created to learn more about MCP. Now I continue to create these servers because I’m having fun😁
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mcp-pprofgithub.com/gwork1883/mcp-pprofupdated this year
mcp-pprof – Expose Go pprof profiling data to any AI coding assistant via the Model Context Protocol (MCP). Works with Cline, Continue, Cursor, and more.
★ 2 -
Bintra — Autonomous continuous semantic binary analysis, surgical PE patching, and Windows runtime telemetry framework.
NOASSERTION -
AI-native version control in Rust — continuous capture, encrypted knowledge graph, agent governance
MIT ★ 2 -
MCP server for parametric 3D modeling in Autodesk Inventor — maintained continuation of NeonGlay/inventor-mcp (MCP SDK 2.x, Inventor 2027, assemblies)
pypi MIT ★ 6 -
Computer Experience Layer — MCP server for native computer use on macOS. Structured perception, reliable actions, continuous awareness.
npm Apache-2.0 ★ 6 -
Context continuity for Claude Code & Grok — structured handoffs keep agent memory intact across compaction.
NOASSERTION -
AI-ready CMS for Software After Software: building software that evolves through AI agents, continuous testing, and human-approved changes
MIT ★ 1 -
context-fabricgithub.com/vikas9793/context-fabricupdated this year
Context synchronization layer for AI coding agents — ensure project continuity and eliminate memory drift automatically.
npm MIT -
Agent emotional continuity with PAD state, trust, appraisal, and compact emotion logs.
MIT ★ 29 -
MCP bridge that lets Claude Code delegate heavy tasks to the Antigravity CLI (agy) — purpose-built tools, model routing with fallback, and multi-turn session continuity.
npm MIT -
CURSOR25X is an interactive task loop MCP (Model Context Protocol) server developed for Cursor IDE. It performs task-based operations by continuously receiving user input and develops modern web applications.
MIT ★ 21 -
md-feedbackgithub.com/yeominux/md-feedbackupdated this year
Browser-first markdown plan review. Start local web review in one command, then let your agent continue through MCP.
NOASSERTION ★ 5 -
MonkeyPlannergithub.com/kjm99d/MonkeyPlannerupdated this year
Local-first task manager for AI coding agents. Native MCP server for Claude Code, Cursor, and Continue.
MIT ★ 1