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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kodeklaritygithub.com/vjvkrm/kodeklarityupdated this year
Shared knowledge & memory of your code, for AI agents. Code graph + persistent memory layer — impact analysis, risk scoring, cross-boundary tracing, agent-to-agent knowledge sharing.
npm AGPL-3.0-only -
CodeAtlasgithub.com/giauphan/CodeAtlasupdated this year
🗺️ AI-powered code analysis for VS Code, Cursor & Windsurf — MCP server with 10 tools + persistent AI memory across conversations. TypeScript, JavaScript, Python, PHP.
MIT -
mcp-perf-toolsgithub.com/rog0x/mcp-perf-toolsupdated this year
MCP server for performance: code benchmarking, memory analysis, Big O estimation, bundle size analysis, HTTP load testing Install: npx @rog0x/mcp-perf-tools
NOASSERTION -
🛠️ Build a lightweight C++ debugger with MCP integration for execution control, memory inspection, and advanced analysis without relying on existing frameworks.
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code-memorygithub.com/mstuart/code-memoryupdated this year
Persistent memory for AI coding — semantic search, git history analysis, and intelligent context preservation
npm MIT -
Local-first MCP server for CodeAtlas — AST analysis, codebase intelligence, semantic memory, and A2A orchestration.
npm MIT -
MCPDebuggergithub.com/Fatmike-GH/MCPDebuggerupdated this year
A MCP Debugger Server for Windows executables (x86 and x64). Exposes debugger functionality as MCP Tools for static / dynamic analysis of the debuggee and memory inspection through a clean interface.
MIT ★ 14 -
BEA - Binary Execution Analysis: dynamic binary analysis for AI agents. MCP server + CLI for Windows x64: Frida hooks with float args, hardware watchpoints, memory scans, Ghidra address mapping, in-process oracle calls, Unicorn emulation diffs, evidence-first results.
MIT ★ 1 -
High-performance, memory-safe, and open-source statistical analysis package in 100% pure Safe Rust
Apache-2.0 ★ 53 -
Compiler-accurate Java analysis & refactoring for AI agents — JDT-backed MCP server: parity-gated reversible refactoring, whole-workspace scope, grounded memory, agent enforcement. No Eclipse required.
AGPL-3.0 ★ 1 -
AI-powered codebase intelligence platform — MCP Server, AST analysis, Knowledge Graph, and semantic memory with SQLite + sqlite-vec. Analyze any codebase in minutes.
MIT ★ 12 -
Analyze software: memory scanner, debugger and static analysis of executables, .NET and Electron apps, from the desktop, the command line, or an AI agent through MCP.
MIT ★ 35 -
sidstackgithub.com/junixlabs/sidstackupdated this year
Give Claude Code persistent project memory. 32 MCP tools for knowledge, impact analysis, governance & task management. Desktop app (Tauri) + CLI. Local-first, SQLite-based.
MIT ★ 1 -
JSHook MCPgithub.com/vmoranv/jshookmcpno update data
AI-powered MCP server for JavaScript reverse engineering, security auditing, browser automation and dynamic analysis. Features CDP debugging, JS deobfuscation, network interception, memory scanning, Frida instrumentation, V8 inspector, WASM analysis, and cross-domain evidence correlation.
smithery -
go-arch-xraygithub.com/HAYASAKA7/go-arch-xrayupdated this year
Go Architecture X-Ray is a Model Context Protocol server for inspecting Go codebases from an AI client. It runs over stdio and keeps a process-scoped in-memory analysis cache for the life of the MCP session.
MIT ★ 3 -
as-redis-mcp-servergithub.com/zicheng-ai/redis-mcp-serverupdated this year
Read-only Redis AI Assistant for Qoder IDE - MCP Server with 8 semantic tools for key inspection, search, pattern analysis, health check, memory analysis, slowlog analysis, cache advisor, and readonly queries. Features deep-defense security: command whitelist, key prefix filter, data masking, rate limiting, and audit logging.
pypi MIT -
AI context that survives the chat window. Persistent repo memory, impact analysis, and instant style audits in one command.
MIT ★ 4 -
🤖 An AI-native CLI Tool and MCP server for .NET memory dump investigations. Leverage LLMs (Claude/Gemini) to analyze heaps, threads, and exceptions using natural language. Built with ClrMD, token-efficient paging, and Docker support for cross-architecture (.NET/AMD64/ARM64) post-mortem analysis.
MIT ★ 14 -
touchgrass-mcp-servergithub.com/chrbailey/touchgrassupdated this year
AI Chief of Staff — emotional memory, Bayesian belief tracking, dual-engine gap analysis, voice-adaptive briefings, and governed memory. MCP server for Claude Code.
pypi MIT -
MCP tool server for AI coding agents -- encoding-aware file tools, binary analysis, DAP debugger, SSH/SFTP, process memory, and more
MIT ★ 26 -
Agent-first Chrome DevTools toolkit with a token-efficient CLI, 85 typed MCP tools, modal-free pipe transport, diagnostics, memory analysis, extensions, and WebMCP.
npm MIT -
cheatengine-mcp-bridgegithub.com/miscusi-peek/cheatengine-mcp-bridgeupdated this year
Connect your favorite AI agents directly to Cheat Engine via MCP. Automate reverse engineering, pointer scanning, and memory analysis using natural language.
MIT ★ 1,805 -
Veratum — universal AI engineering harness, skill & MCP runtime for Antigravity, Claude Code, Cursor, Windsurf, Cline, GitHub Copilot and OpenCode. Persistent project memory, blast-radius analysis, shadow checkpoints, compacted verification and a cryptogr
npm MIT -
Safety-first context & orchestration engine for AI coding agents. MCP server with mandatory research pipeline, knowledge graph, impact analysis, decision memory, and safety guard — works with any MCP client.
npm MIT -
Local-first code intelligence over MCP: BM25/FTS5 + AST graph, impact analysis, project memory and safe writes. Text-first by default; optional dense. Works with OpenCode and Zed.
MIT ★ 3 -
Universal Model Context Protocol (MCP) gateway for autonomous AI coding agents. Delegate pair-programming, refactoring, and code analysis to Claude Code, Antigravity, Codex, and Cursor with connection-scoped memory and zero tool bloat.
MIT -
TCP-enhanced fork of Cheat Engine MCP Bridge. Connect Cursor, Copilot and Claude AI directly to local or remote Cheat Engine via TCP. Automate reverse engineering, pointer scanning, and memory analysis using natural language.
MIT ★ 75 -
Give your reverse-engineering agent a memory, a map, and receipts.
NOASSERTION ★ 2 -
Persistent code intelligence for MCP with native graph, vector, full-text, and cross-repository search.
MIT ★ 8 -
hexwitnessgithub.com/siaginw/hexwitnessupdated this year
Evidence-first reverse-engineering workbench for humans and AI agents
npm Apache-2.0 -
MCP server: any local git repo becomes codebase memory - commits, files, symbols and a call graph in SQLite, queried over stdio. 100% local, zero-setup via uvx.
MIT -
Codebase knowledge graph for your project in DDEV — MCP server for AI coding agents, plus a browsable graph UI.
Apache-2.0 ★ 1 -
Code intelligence for AI coding assistants: precise MCP context, security reviews, dependency analysis, and session telemetry for Claude Code, Codex, and Cursor.
Apache-2.0 -
MCP bridge for AI-assisted process analysis via named pipes
MIT ★ 13 -
Local code intelligence for developers and AI agents. Connect code, docs and infrastructure in a persistent graph, with CBM Lens, MCP tools, agent integrations and change-aware test selection.
npm MIT ★ 48,652 -
z-codebase-memory-mcpgithub.com/dajneem23/z-codebase-memory-mcpupdated this year
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.
★ 8 -
mcp-redis-diagnosticsgithub.com/dmitriusan/mcp-redis-diagnosticsupdated this year
MCP server for Redis diagnostics — analyze memory usage, slowlog, client connections, and keyspace health with AI-powered recommendations
npm MIT -
@byronwade/memoriagithub.com/byronwade/memoriaupdated this year
The Memory Your AI Lacks - MCP server giving AI Senior Developer Intuition through git forensics
npm MIT -
Your ADRs are lying to you. MCP server with live drift detection, content safety, and decision memory — validates architectural decisions against your actual code.
npm MIT ★ 35 -
codeatlas-mcpgithub.com/giauphan/codeatlas-mcpupdated this year
🧠 MCP server giving AI assistants (Gemini, Claude, Cursor, Windsurf, Copilot) deep codebase understanding — 10 tools + persistent memory. Install: npx @giauphan/codeatlas-mcp
MIT ★ 1 -
Memory and workflow automation for MCP, Codex, and Claude Code. Reuse repeatable developer operations through skills and explicit feedback.
npm MIT -
Code graph and memory for your coding agents, in one Rust program. For Claude Code, Codex, Cursor and any MCP client.
Apache-2.0 ★ 571 -
MCP server for low-level Windows process memory research. Typed reads/writes, AOB scans, x64 inline hooking, PEB introspection, server-side Lua 5.4.
MIT ★ 4 -
iflow-mcp_miscusi-peek-cheatengine-mcp-bridgegithub.com/miscusi-peek/cheatengine-mcp-bridgeupdated this year
Let multibillion $ AI datacenters analyze the program memory for you. Create mods, trainers, security audits, game bots, accelerate RE, or do anything else with any program and game in a fraction of a time.
pypi MIT -
metcoregithub.com/hopenmind/metcoreupdated this year
Neural memory diagnostics engine based on the Markov Embedding Theorem (MET). Includes a Python library, a 17-tool Model Context Protocol (MCP) server for LLMs, and a cross-platform desktop GUI.
NOASSERTION -
🌟Zero-dependency MCP kernel for coding agents. Runs and tests speculative edits in RAM shadow workspaces before touching disk.
MIT ★ 1 -
Persistent research memory for agentic harnesses (Claude Code, Claude Desktop, Codex): a local knowledge graph of companies, sourced claims and investment theses, with SEC filing alerts and research workflows (onboard, challenge, memo, review). MCP server + plugin.
Apache-2.0 ★ 1 -
Trace anything running - dynamic reverse engineering for AI agents. MCP server + CLI with evidence records: hooks, syscalls, memory, network. The dynamic half of REA.
MIT ★ 1 -
The recorder for your AI conversations — local-first MCP memory that keeps byte-exact copies of your Claude Code, Codex and Pi sessions (Claude Code deletes its own after 30 days) and answers with a citation or abstains. DuckDB.
MIT ★ 81 -
Persistent memory for visual intelligence. MCP server for the Phototology registry: analyze photos with composable lenses, enrich files with EXIF/IPTC/XMP metadata, and look up cached results for free. Works with local files. Analyze once. Remember foreve
npm MIT -
Autonomous headless Ghidra 12 reverse engineering for Pi, omp, and MCP clients: decompile, xrefs, call graphs, strings, memory, and patches without the GUI.
npm MIT ★ 6 -
Native MCP for coding agents: 43 read-only repository-intelligence tools with typed evidence, impact, architecture, APIs, Git, search, semantics, and memory.
MIT ★ 4 -
x64dbg_mcpgithub.com/bromoket/x64dbg_mcpupdated this year
Drive x64dbg with your AI. MCP server: 23 mega-tools / 153 endpoints for breakpoints, memory, disasm, tracing, anti-debug & PE dumping. Claude/Cursor/Windsurf/Cline. All local.
MIT ★ 140 -
Turns any text stream into a dated history of how its subject changed. Point it at your Claude Code, OpenCode or Codex sessions to track how you think and work, or at market news, research, or any corpus to track how it changed — raw records to observations to bi-temporal facets to narrative, with provenance, served over MCP. Single pure-Go binary.
npm MIT ★ 12 -
Persistent organisational intelligence for AI agents. Turn codebases, documents, policies and decisions into a knowledge graph so Claude Code, Cursor and Copilot reason over architecture, dependencies and prior lessons — with confidence scores and evidence. 13 LLM backends + custom, fully offline capable.
pypi Apache-2.0 -
Private, evidence-first document agent with persistent local memory, exact citations, reversible actions, and bounded Nemotron reasoning.
MIT ★ 1 -
x64dbg-MCP Server is a native MCP (Model Context Protocol) plugin for x64dbg that exposes the debugger's full functionality over HTTP. Connect any MCP-compatible AI assistant and control x64dbg programmatically: set breakpoints, step through code, read memory, dump registers, and more. Built with Zig — zero dependencies, single-binary output, cros
MIT ★ 2,828 -
Give your AI agent full native Windows control via System Informer MCP — inspect processes, services, network, memory & more in C.
NOASSERTION ★ 1 -
MCP server for opening Java heap dumps and running Eclipse Memory Analyzer (MAT) queries with structured, LLM-friendly results.
Apache-2.0 -
Deterministic, local-first memory and guardrails for AI coding agents with no LLM in the hot path.
npm MIT ★ 364