Anchor Mcp
Anchor is local repo and org memory for AI coding agents. It indexes GitHub PR history, current code, tests, regressions, architecture, and cross-repo impact…
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coldstart
Codebase memory for coding agents, with no embeddings and no API key. A deterministic AST index answers "which files are relevant to this task?" in…
DalexorMI
Dalexor MI is an advanced project memory system designed to provide AI coding assistants with **Contextual Persistence**. Unlike standard RAG…
OpenMemBrain
OpenMemBrain is the intelligent membrane for AI coding memory. It autonomously reads and learns from your coding sessions — you never have to tell it what to…
trace-mcp
Framework-aware code intelligence server that builds a cross-language dependency graph from source code — 53 framework integrations across 68 languages, 100+…
C++ Core Guidelines
Enforce consistent C++ style and best practices across your codebase. Analyze naming conventions, memory safety, and const correctness, and get actionable…
1AIVault
Portable AI memory vault — save memories, skills, and configs to a local database and share them across Claude Desktop, Claude Code, Cursor, Cline, and more.
Desktop Commander
This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities
MotherDuck
Query and analyze data with MotherDuck and local DuckDB
Neo4j
Neo4j graph database server (schema + read/write-cypher) and separate graph database backed memory
MCP Connect Client CLI
Open Python agent harness for production AI apps: tools, MCP, memory, workspace, telemetry, subagents, background tasks, and OmniServe APIs.
MCP Bridge
Enables cloud-based AI services to access local Stdio based MCP servers via HTTP requests
Piia Engram
Persistent AI memory across tools — remember your preferences, code standards, and decisions across Claude Code, Cursor, Codex, and any MCP tool. Local-first…
Memory Service
Integrates with ChromaDB using sentence transformers for efficient text embedding, enabling semantic search and content recommendation via websocket…
Plugged.in
A comprehensive proxy that combines multiple MCP servers into a single MCP. It provides discovery and management of tools, prompts, resources, and templates…
🌊 HTTP + SSE MCP Server w/ OAuth
Remote MCP server (SEE + Streamable HTTP) implementing the MCP spec's authorization extension. Use directly from your agents, or from Cursor / Claude with…
Pluggedin App
The Crossroads for AI Data Exchanges. A unified, self-hostable web interface for discovering, configuring, and managing Model Context Protocol (MCP)…
pyATS MCP Server
Interact with network devices using Cisco's pyATS and Genie libraries for model-driven automation.
Pprof Analyzer MCP Server
This is a Model Context Protocol (MCP) server implemented in Go, providing a tool to analyze Go pprof performance profiles.
MCP Test Servers
# MCP Test Servers A collection of test servers implementing the Model Context Protocol (MCP). ## 🚀 Quick Install Gallery Visit our **[GitHub Pages…
Ramp
Interact with [Ramp](https://ramp.com)'s Developer API to run analysis on your spend and gain insights leveraging LLMs
MCP Excel Reader
Integrates with Excel files to enable efficient processing and analysis of large spreadsheet datasets through automatic chunking and pagination.
DockaShell
DockaShell is an MCP server that gives AI agents isolated Docker containers to work in. MCP tools for shell access, file operations, and full audit trail.
Speclock
AI constraint engine — persistent memory + active enforcement. Stops AI from breaking locked code. Semantic conflict detection, file-level guards, session…