Fetch Agents
AI-powered code analysis and context optimization tools. Slim large code files to relevant sections (save 60-80% tokens), compress text, analyze conversations…
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Bbox Mcp Server
The geospatial toolkit for AI agents. 6 tools, zero config — give any LLM the ability to parse, convert, query, and aggregate spatial data out of the box.
Graphiti
Customized Graphiti MCP server for brainstorming knowledge graphs with specialized entity types for ideas, themes, stakeholders, constraints, and creative…
Memento
Memento is a local-first, LLM-agnostic memory layer. It runs an MCP server over a single SQLite file on your machine, so any MCP-capable AI assistant — Claude…
Reexpress
Enable Similarity-Distance-Magnitude statistical verification for your search, software, and data science workflows
Requesty MCP Gateway
Connect AI agents to 300+ LLM providers through a single MCP endpoint with built in routing, caching, and observability.
mem0-mcp-selfhosted
Self-hosted mem0 MCP server for Claude Code. Run a complete memory server against self-hosted Qdrant + Neo4j + Ollama while using Claude as the main LLM.
mcp-server-ollama-bridge
Bridge to local Ollama LLM server. Run Llama, Mistral, Qwen and other local models through MCP.
dotnet-sherlock-mcp
ILSpy for LLM coding agents. Reflection-based MCP server with 31+ tools to explore .NET assemblies, NuGet packages, types, members, attributes, and XML docs.
web-search-mcp
A comprehensive, production-ready research server (MCP). Provide your LLM clients with real-time access to the web, data, and more.
Kremis
Deterministic knowledge graph MCP server. Single binary, no LLM in the loop.
S3 Documentation MCP Server
A lightweight Model Context Protocol (MCP) server that brings RAG (Retrieval-Augmented Generation) capabilities to your LLM over Markdown documentation stored…
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…
Documentation Hub MCP Server
# Documentation Hub MCP Server A Model Context Protocol (MCP) server for intelligent documentation retrieval across multiple technical domains. ## Overview…
Wenlan
Local-first AI knowledge base and LLM wiki with source-cited pages and MCP access for coding agents.
MCP Context Server
Server providing persistent multimodal context storage for LLM agents.
Beever Atlas
Open-source LLM knowledge base that turns team chat (Slack, Discord, Teams, Mattermost) into a typed knowledge graph and auto-generated wiki, exposed via a…
Universal Poison Armor
An open-source MCP security firewall that intercepts prompt injections, sybil attacks, and adversarial RAG data poisoning before it reaches the LLM.
BrainCTL
Persistent memory for AI agents. Single SQLite file, 192 MCP tools. FTS5 search, knowledge graph, session handoffs, write gate. No server, no API keys, no LLM…
AIO.GEO
Structural AI Search Readiness MCP. Audit, dry-run fixes, rescore, doctor. No LLM rankings.
Attestor
Audit-grade memory backbone for agent teams. Bi-temporal facts (event time + transaction time, with recall(as_of=...) replay), 6-step deterministic retrieval…
Mem0 (Long-Term Memory)
Provides persistent long-term memory capabilities through semantic indexing, retrieval, and search functions with support for multiple LLM providers and…
MemGPT MCP Server
A TypeScript-based server that provides a memory system for Large Language Models (LLMs), allowing users to interact with multiple LLM providers while…
MCP JinaAI Search Server
Enables efficient web search integration with Jina.ai's Search API, offering clean, LLM-optimized content retrieval with support for various content types and…