Memory Anchor
Persistent memory MCP server for AI coding assistants with 5-layer cognitive model, hybrid semantic+keyword search, and checkpoint/resume. Zero cloud…
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memory-v2
Brain-inspired persistent memory MCP server with hybrid BM25+vector search, ACT-R activation scoring, FadeMem decay, and knowledge graphs — 17 tools, fully…
sovseal Memory
Local-first, zero-knowledge semantic memory for AI agents with on-device vector search (LanceDB + ONNX) and client-side AES-256-GCM encrypted sync.
Qdrant
Implement semantic memory layer on top of the Qdrant vector search engine
MemoryMesh
This project is based on the Knowledge Graph Memory Server from the MCP servers repository and retains its core functionality.
File Search MCP
A specialized Model Context Protocol (MCP) server for full-text search within a filesystem.
AI Customer Support Bot - MCP Server
# 🤖 AI Customer Support Bot - MCP Server <div align="center"> …
ConnectWise Manage API
Bridges Claude with the ConnectWise Manage API through a SQLite database built from API definitions, enabling natural language search, categorized navigation…
Greptile
# 🚀 Greptile MCP Server - TypeScript Edition [](https://badge.fury.io/js/greptile-mcp-server)…
Agentmemory MCP
Paid remote MCP endpoint for persistent AI agent memory, site analytics, pricing, checkout status, and search-readiness operations.
Inked
A memory management server for Claude apps with optional AI-powered search, using local SQLite storage.
Moresq Corpus
Proof-backed implementation memory for coding agents — search and retrieve verified primitives via HTTP API, MCP adapter guide included.
search-scrape
Self-hosted Stealth Scraping & Federated Search for AI Agents. A 100% private, free alternative to Firecrawl, Jina Reader, and Tavily. Featuring Universal…
Praison AI
AI Agents framework with 64+ built-in MCP tools for search, memory, workflows, code execution, and file operations. Install via `uvx praisonai-mcp`
Schema Search
In-memory natural language schema search over database schemas
mneme
Local-first memory across sessions where Markdown files stay the source of truth and the search index is a rebuildable artifact.
Exomem
Local Markdown/Obsidian knowledge substrate for MCP agents with governed memory and hybrid search.
ContextStream
Stop context loss for coding agents: memory and search for Cursor, Claude Code, Codex, Grok, Windsurf, and the rest.
Role-Specific Context
Enables AI systems to maintain distinct expert personas through role-based context management with vector search capabilities for consistent domain expertise…
Ogham Mcp
Persistent shared memory for AI agents. Hybrid search (pgvector + tsvector), knowledge graph, cognitive scoring, and 16-language temporal extraction. 97.2%…
Reddit MCP Buddy
Browse Reddit directly in Claude Desktop without API keys. Search posts, view subreddits, analyze users, and explore comments seamlessly. Features smart…
Africa Energy Data Mcp
Exposes historical electricity, energy and economic indicators for 54 African countries (2000–2022). MCP tools: get_electricity_data, get_energy_data…
Memo
memo is a local-first, long-term semantic memory for AI coding agents (Claude Code, Cursor, Cline, Codex). Runs fully offline with in-process embeddings — MLX…
Moltllama
Real-time DeFi data for AI agents. 8 MCP endpoints covering protocol TVL, yields, prices, DEX volumes, fees, contracts, and chain analytics — powered by…