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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Session Intelligence MCP Server - Lean meta-tool pattern with 95% context reduction
MIT -
brand-narrative-intelligence-mcpgithub.com/apifyforge/brand-narrative-intelligence-mcpupdated this year
Brand narrative intelligence and brand threat detection for AI agents via the Model Context Protocol.
MIT -
crypto-compliance-intelligence-mcpgithub.com/apifyforge/crypto-compliance-intelligence-mcpupdated this year
Crypto compliance intelligence for AI agents — sanctions screening, corporate verification, shell company detection, and regulatory tracking via the Model Context Protocol.
MIT -
nuclear-regulatory-intelligence-mcpgithub.com/apifyforge/nuclear-regulatory-intelligence-mcpupdated this year
Nuclear regulatory intelligence for plant operators, insurers, decommissioning firms, and environmental analysts — delivered as a Model Context Protocol server your AI agent can call directly.
MIT -
elder-care-facility-intelligence-mcpgithub.com/apifyforge/elder-care-facility-intelligence-mcpupdated this year
Elder care facility intelligence delivered as a Model Context Protocol server — assess any nursing home, assisted living, or memory care facility in seconds from your AI client.
MIT -
temporal-context-mcpgithub.com/fedeegmz/temporal-context-mcpupdated this year
MCP server that enables AI assistants to intelligently adapt based on the user's temporal context.
MIT -
An intelligent, structured MCP (Model Context Protocol) server for investigating and analyzing GitHub repositories.
MIT ★ 2 -
Persistent project intelligence for AI coding agents — code indexing, dependency graphs, and context retrieval. | 面向 AI 编码智能体的确定性认知基础设施:代码图谱、文档生命周期与紧凑上下文检索。
MIT ★ 1 -
AI-powered Jenkins pipeline intelligence platform with natural language interface. Provides comprehensive pipeline analysis, failure prediction, optimization suggestions, and automated Jenkinsfile reconstruction using Model Context Protocol (MCP) integration.
MIT ★ 3 -
Model Context Protocol (MCP) Server for Kiteretsu Code Intelligence Graph
npm MIT -
Wake Intelligence: 5-Layer Temporal Intelligence for AI Agents A production-ready Model Context Protocol (MCP) server implementing a temporal intelligence "brain" with five layers: Past (causality tracking), Present (memory management), Future (predictive pre-fetching), Adaptive (meta-learning — per-project weight tuning), and Personality (tempora
MIT ★ 4 -
Local code-intelligence engine for AI agents — indexes a repository into a PostgreSQL code graph and serves token-budgeted context (symbols, effects, contracts, blast radius, similar code) over MCP and HTTP.
Apache-2.0 ★ 7 -
Code intelligence for agents: find the code that matters and keep your context window and tokens lean.
Apache-2.0 ★ 163 -
dexteritygithub.com/nshkrdotcom/dexterityupdated this year
Code Intelligence: Token-budgeted codebase context for Elixir agents. Solves context window limitations by providing a deterministic Elixir semantic graph and agent-ready Repo Map for LLMs.
MIT ★ 6 -
Local dependency graphs and context intelligence for AI coding agents.
MIT ★ 3 -
Official Model Context Protocol (MCP) server for Markolis institutional quantitative market intelligence and multi-asset auction profile telemetry.
Apache-2.0 -
Codex-native codebase intelligence: deterministic repo context, change-plan drift review, and verification gating for AI coding agents. Local-first, zero API keys.
MIT ★ 2 -
@ido4/coregithub.com/ido4-dev/ido4updated this year
ido4 core — context intelligence, task distribution, and deterministic governance for AI-hybrid software development
npm MIT -
AI-Powered MCP server for KQL query execution with intelligent schema memory and context assistance
pypi MIT -
A paused, local-first code intelligence project that gives AI coding agents structured graph context, memory, and MCP tools.
MIT ★ 1 -
Local-first codebase intelligence memory and task context for coding agents, via CLI, MCP, and local HTTP.
Apache-2.0 ★ 1 -
cligithub.com/prjct-app/cliactive
The agentic harness for AI coding agents — intelligence is rented, the harness is owned. Runs the full work cycle: intent briefs, bounded RAG context from real code intelligence, persistent memory, preventive guardrails, and performance evals. One CLI + MCP server, SQLite inside. Claude Code, Codex, Gemini CLI, Cursor & OpenCode.
MIT ★ 1 -
MCP servers that add verification, code intelligence, context packing, memory, sub-task offload, supply-chain checks and deep research to the OpenAI Codex CLI on any model backend.
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Coinversa Pulse — Crypto intelligence MCP server for AI agents. 107 tools covering Hyperliquid trader analytics, position lifecycles with MAE/MFE execution quality, trader archetype discovery, HIP-4 outcome contracts, outcome/perp position context, syncer
npm MIT -
JARVIS is an intelligent layer that gives agents access to their code, knowledge, context, memory, tools, and runtime — starting locally on your machine, with the ability to extend into the cloud.
MIT ★ 4 -
Local-first repository intelligence and task context for coding agents
pypi Apache Software License -
Model Context Protocol server for WhiteIntel — corporate & offshore ownership intelligence. Look up companies, search entities (companies + people), screen sanctions, and trace ownership chains to the ultimate beneficial owner. Freemium: anonymous free ti
npm MIT -
A persistent, Git-versioned map of your whole codebase and database schema that coding agents read before they touch anything. Local-first MCP server + CLI in Go: a governed repository index of code knowledge that gives Claude Code, Codex, Cursor, and opencode long-term context, memory, and code intelligence.
NOASSERTION ★ 1,919 -
🚀 MJOS v2.5.6 - Enterprise-Grade AI Operating System with Enhanced MCP Support & Bug Fixes. Perfect for Claude Desktop, Cursor, VS Code, and Augment. Features: Intelligent Memory System, Team Collaboration, Fixed MCP Tool Context Binding, Zero Resource L
npm MIT -
Agent Hub is an AI orchestration platform that transforms how developers and DevOps engineers interact with their toolchain. Built on the cutting-edge Model Context Protocol (MCP), it provides intelligent automation through specialized AI agents, seamlessly integrating with GitHub, Azure, security tools, and data processing
★ 21 -
MCP server for Claude Code, powered by the v4 semantic runtime: builds persistent, budget-aware repository intelligence from AST/graphs, serves bounded context packages, preserves agent state across /compact, and provides end-to-end edit impact analysis in a single Rust binary.
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AIContextBuilder (AICB): semantic code intelligence for AI coding agents on C#/.NET (dotnet). Roslyn MCP server and CLI: change impact, static analysis, code navigation (callers, implementations, dependency injection, tests, side effects, dead code) and context engineering. For Claude Code, Codex, OpenCode, Cursor; Windows desktop app included.
NOASSERTION ★ 12 -
CSS intelligence for AI coding agents — surgical style context, fewer tool calls, faster answers. 100% local.
npm MIT -
Verified context for AI coding agents. A local context layer that intelligently compresses, filters, indexes, and verifies AI coding-agent tool output. 32 MCP tools across 10 layers: code intelligence (tree-sitter, 30+ languages), context selection, tool
npm SEE LICENSE IN LICENSE -
Graph-Augmented Code Intelligence RAG engine pairing deterministic AST call graphs with dense vector search to boost direct-callee Recall@8 from 0.0% to 53.3% (+53.3 pp) under a 5.8ms p95 latency bound. Powered by a QLoRA fine-tuned Qwen2.5 adapter (70.02 CodeBLEU), quality verification harness, and production Model Context Protocol (MCP) server.
MIT -
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 server with code-intelligence tools and git-like version management that carries minimal cross-session context (file diffs, insight notes, task handovers). Optimized for token efficiency and human review.
LGPL-3.0 -
axon-progithub.com/talhamsajid/axon-proupdated this year
Enterprise-grade graph-powered code intelligence engine. Deep structural awareness for Laravel, PHP, Python, and JS. Powers AI agents with high-fidelity architectural context via MCP & Neo4j.
★ 30 -
gramatrgithub.com/gramatr/gramatrupdated this year
grāmatr — context engineering layer for AI coding agents. Every prompt gets a pre-computed intelligence packet: decision routing, capability audit, behavioral directives, memory pre-load, and ISC scaffolds. Continuity across sessions for Claude Code, Code
npm SEE LICENSE IN LICENSE -
Local code intelligence and project memory for Codex and Claude Code. Explore TypeScript, JavaScript and Prisma through call graphs, model usage and source context. Project-scoped MCP server with a shared CLI.
MIT ★ 1 -
context-processorgithub.com/mschultheiss83/context-processorupdated this year
Intelligent context management MCP server with pre-processing strategies
MIT -
Threat context from Google Threat Intelligence (CLI + MCP) — the collections an indicator belongs to, a sample’s sandbox behaviour, corpus-wide IOC search in GTI query syntax, the vulnerability catalogue, and read-only LiveHunt inspection. Standard-tier only, and the one lookup here that needs a commercial licence key
MIT -
Skill librarian MCP server — every installed skill costs tokens; the librarian keeps your whole collection out of agent context. Agents ask, get the few right skills for the task, and their outcomes curate the collection. Fully local: Ollama + SQLite + optional Apple Intelligence.
MIT ★ 44 -
Claude 3.7 Swarm with Field Coherence: A Model Context Protocol (MCP) server that orchestrates multiple specialized Claude 3.7 Sonnet instances in a quantum-inspired swarm. It creates a field coherence effect across pattern recognition, information theory, and reasoning specialists to produce optimally coherent responses from ensemble intelligence.
★ 6 -
Intelligent context memory MCP server for VSCode/Cursor - Dynamic Context Swapping with semantic eviction
npm MIT -
context-processorgithub.com/mschultheiss83/context-processorupdated this year
Intelligent context management MCP server with pre-processing strategies for enhanced content processing
npm MIT -
@mseep/mcp-pifstale
Model Context Protocol implementation for the Personal Intelligence Framework
npm ISC -
Claude 3.7 Swarm with Field Coherence: A Model Context Protocol (MCP) server that orchestrates multiple specialized Claude 3.7 Sonnet instances in a quantum-inspired swarm. It creates a field coherence effect across pattern recognition, information theory, and reasoning specialists to produce optimally coherent responses from ensemble intelligence.
★ 1 -
Local code intelligence for AI coding agents and developers. Builds a knowledge graph of your codebase from 26 languages and frameworks, searches it by keyword and meaning, navigates it through 21 language servers, and keeps a Context Graph of decisions and standards linked to the code. One MCP server of 75 tools. Fully local and private.
GPL-3.0 -
mcp-mementogithub.com/x-hannibal/mcp-mementoupdated this year
Intelligent persistent memory for AI agents and IDEs via Model Context Protocol (MCP).
pypi MIT License -
Standardize Context, Not Intelligence. Official CLI & MCP Server for Project Context Protocol (PCP)
npm MIT -
documcpgithub.com/tosin2013/documcpupdated this year
DocuMCP is an intelligent Model Context Protocol (MCP) server that revolutionizes documentation deployment for open-source projects. It provides deep repository analysis, intelligent static site generator recommendations, and automated GitHub Pages deployment workflows.
MIT ★ 10 -
tenetsgithub.com/jddunn/tenetsupdated this year
MCP server for AI coding assistants — intelligent code context via Model Context Protocol
pypi MIT -
AI context server for Memberstack DOM documentation - provides intelligent access to Memberstack docs for Claude Code, Cursor, and other AI coding assistants
npm MIT -
commonwealth-corporate-registry-mcpgithub.com/apifyforge/commonwealth-corporate-registry-mcpupdated this year
Commonwealth corporate registry intelligence for AI agents, delivered via the Model Context Protocol.
MIT -
performance-test-generation-mcp-servergithub.com/shibicr93/performance-test-generation-mcp-serveractive
An intelligent Model Context Protocol (MCP) server that generates comprehensive performance test plans from OpenAPI specifications
MIT -
Gravitas-Coregithub.com/ahmed-coding/Gravitas-Coreupdated this year
Gravitas-Core is a Python-native autonomous AI control plane and MCP (Model Context Protocol) server. It provides a persistent execution core for intelligent agents with task state management, memory persistence, terminal/browser engines, and recursive project intelligence—all designed for scalable AI-driven workflows.
MIT ★ 1 -
Intelligent WiFi Access & Presence Service (IWAS) Model Context Protocol (MCP) CLI & SDK
npm MIT -
code-memorygithub.com/mstuart/code-memoryupdated this year
Persistent memory for AI coding — semantic search, git history analysis, and intelligent context preservation
npm MIT -
Persistent memory for AI coding - semantic search, git history, and intelligent context preservation
MIT