MCP Servers

Universal memory layer for AI agents. Semantic recall, automatic consolidation, and bi-temporal knowledge — in SQLite. 80% on LOCOMO benchmark using 96% fewer tokens.

Shared workspace your AI agents write to. CMMN case management with 184+ MCP tools: cases, tasks, event-driven workflows with sentries, persistent memory with semantic search, billing and invoicing. OAuth or token auth; cloud-hosted remote MCP endpoint.

Enhanced Obsidian MCP Server with Claude.ai Remote Integration, Tailscale Support, and Advanced Query Capabilities!

MCP Documentation Server

esakrissa

Model Context Protocol documentation server for LangGraph and MCP.

The GitBook MCP server enables programmatic access to GitBook Organizations, Spaces, Collections, and Content through a standardized MCP interface. It provides 12 tools for content operations and 6 AI-powered prompts for documentation workflows.

Firebase Docs MCP Server Setup

nohe427

This is a sample for showing how to do FIrebase Docs as an MCP server (including indexing documents)

SharePoint MCP: The .NET MCP Server with Graph API & Semantic Kernel

mhmd2015

Create MCP server for accessing SharePoint Online

About

🔍 MCP Server - Vector Search

omarguzmanm

MCP Server to improve LLM context through vector search.

Semantic Calculator MCP

identimoji

MCP tool in python for performing various semantic calcualtions

Local-first agent memory MCP — Claude Code, Cursor, OpenAI Codex, and Gemini CLI share one SQLite brain. 6-layer structured memory (goal/context/emotion/implementation/caveat/learning), drift detection with pre-action re-injection guard, and an AST-aware diff cache saving 50-99%

Memory Consolidation across vendors, owners, and time. Lithtrix gives AI agents persistent memory, credibility-scored web search, browser fetch, and a shared Commons pool — all under a stable ltx_ key that survives tool switches, session resets, and orchestrator changes. Self-reg

This project provides a Model-Context-Protocol (MCP) server that interfaces with the ThemeParks.wiki API. It allows users to access real-time and static data for theme parks, including destinations, attractions, wait times, and schedules.

Cline Memory Bank

dazeb

A memory system for Cline that tracks progress between conversations. Avoid large token usage!

Hierarchical memory for AI agents. Three-layer (buffer/working/core) with automatic decay, promotion, and semantic search.

墨问创作助手

we-mowen

墨问是集记录、创作和分享于一体的智能笔记工具和内容社区，让有价值的内容，在人与人之间流动。

Mcp_server_memory

yangsenessa

MCP demp

MCP Docs Tools

osok

this is a MCP server that create uml text based class diagrams, project tree structure and a list of modules anf functions in the project to assist cursor in understanding the project.

MCP Server Setup Documentation

mounirelbakkali1

an mcp server serving tools to manage AWS account

mcp-docs

antunsz

A Simple MCP server to serve documentation for AI apps

ai-memory — Persistent Memory for Any AI

alphaonedev

Persistent memory for any AI assistant. Zero token cost until recall. Stores memories locally in SQLite, ranks by 6-factor scoring, returns results in TOON compact format (79% smaller than JSON). 17 MCP tools, 20 HTTP endpoints, 25 CLI commands. 4 tiers from keyword to autonomous

SelfMemory

SelfMemory

It is a open-source universal memory engine where users can store and retrieve their AI conversations and context across different models. Users can add memories through MCP, SDK, or a website selfmemory.com Over time, this will evolve into a one-stop memory hub with note-taking

Memory Store MCP Server

MCP-Mirror

Mirror of

TinyZKP

logannye

A height-compressed, sublinear-space STARK prover. Designed to make very long zero-knowledge proofs practical on fixed-memory hardware (CPUs, GPUs, & edge devices). Post-quantum. Built in Rust.

Mnemon — Persistent Layered Memory for AI Agents

nikitacometa

Persistent 4-layer memory (episodic, semantic, procedural, resource) backed by SQLite FTS5. Fact versioning, Snowball stemming (EN+RU), BM25 ranking. Zero-cloud, single-file database. 7 MCP tools.

i will store his data here

MCP Memory Gateway is a pre-action gate engine for AI coding agents. Unlike memory servers that store and retrieve context (Mem0, Zep), this server enforces behavior change: repeated failures are auto-promoted into prevention rules, and PreToolUse hooks physically block tool call

Payman AI Documentation MCP Server

MCP-Mirror

Mirror of

Confluence MCP Server

minhoyooDEV

confluence-mcp-server for 8

MCP Documentation Server

MCP-Mirror

Mirror of

Cognitive memory for AI agents — persistent semantic memory with knowledge graph and adaptive recall

📚 Wiki MCP Server

MCP-Mirror

Mirror of

MDN Lookup

BabyManisha

Tool to fetch and summarize developer documentation from [MDN Web Docs](https://developer.mozilla.org/).

Confluence MCP server for Cloud/Server/Data Center. Supports whoami, search, raw CQL, create and update page.

ThemeParks.wiki API MCP Server

habuma

ThemeParks.wiki API MCP Server

Docs Fetch MCP Server

wolfyy970

MCP server for fetching web page content with recursive exploration capability

notebook_mcp

redthing1

mcp server for your personal notes

AI-powered knowledge base for your Terraform modules.

CodeAlive

CodeAlive-AI

Provides a bridge to CodeAlive's platform for semantic code search, repository exploration, and context-aware chat completions that leverage deep understanding of entire codebases including documentation and dependencies.

Forkit

zientesit

Persistent coordination infrastructure for multi-agent AI systems, exposed as a single MCP endpoint.