MCP Servers

★ 249repo activity 5mo ago

8b-is/smart-tree

Various

Smart Tree: not just a tree, a philosophy. A context-aware, AI-crafted replacement for 20+ tools with MEM8 quantum compression, semantic search, AST-smart editing, and partnership

Alternative to Oraios Serena

open-sourceMITRust

Best for: Developers who want an all-in-one, context-aware command-line tool with AI-assisted code understanding

★ 6repo activity 1mo ago66/100

afairai/afair

Various

The open-source, self-organizing memory for all your AI tools. Single-tenant, yours, over MCP.

Alternative to Topoteretes Cognee, Vectorize Io Hindsight

open-sourceAGPL-3.0Python

Best for: Developers who want a self-hosted, MCP-based memory layer for their AI tools.

Agentic News

ai.agentic-news

AI-powered news intelligence — 21 tools for personalized monitoring, briefings, and semantic search

open-source

Best for: Developers and researchers who want an open-source, customizable news intelligence pipeline.

AgenticRevolution/memory-nexus-cloud

Various

Cloud-hosted persistent semantic memory for AI agents. Semantic search, knowledge graphs, specialist expertise hats, and multi-tenant isolation. Free 7-day trial.

Alternative to Topoteretes Cognee, Vectorize Io Hindsight

open-source

Best for: AI agent developers needing scalable, persistent semantic memory with multi-tenant isolation

AgentModule/mcp

Various

Agent Module MCP Server — deterministic knowledge retrieval for autonomous agents

Alternative to Upstash Context7

★ 1repo activity 6mo ago

open-sourceMITJavaScript

Best for: Developers needing predictable knowledge retrieval for autonomous agents

open-sourceApache-2.0Python

Agnuxo1/benchclaw-integrations

Various

BenchClaw adapters for LangChain, LlamaIndex, CrewAI, Ollama Open WebUI, LobeChat, n8n, Dify, Continue.dev and more. Lets any agent framework submit to the P2PCLAW leaderboard.

★ 2repo activity 6mo ago

Best for: Developers who want to prototype and compare multiple agent frameworks against a shared benchmark

AIDataNordic/alexandria-mcp

Various

Semantic search over 4.6 million text chunks from 20,000 classical philosophy and humanities works. Built for AI agents using FastMCP.

Alternative to Upstash Context7

★ 0repo activity 5mo ago

Best for: Developers building AI agents that need to query classical philosophy and humanities texts

AIDataNordic/Food-Recipe-MCP

Various

A production-grade semantic search server for food recipes — built for AI agents using the Model Context Protocol (MCP). Search across 50,000+ recipes with hybrid dense + sparse re

★ 0repo activity 5mo ago

Best for: Developers building food-related AI assistants or agents using MCP

AIMLPM/markcrawl

Various

Fast Python web crawler for RAG and AI ingestion. Extracts clean Markdown from any site for LLMs and vector stores.

Alternative to Firecrawl Firecrawl Mcp Server

★ 2repo activity 5mo ago

Best for: Developers who need a lightweight Markdown crawler for small to medium-scale RAG ingestion

aliafsahnoudeh/shahnameh-mcp-server

Various

ام سی پی سرور برای شاهنامه

★ 3repo activity 1y ago

open-sourcePython

Best for: Developers working with Persian literature or building AI applications that need to reference the Shahnameh

★ 14repo activity 5mo ago

AliceLJY/recallnest

Various

One memory, three terminals. Shared memory layer for Claude Code, Codex, and Gemini CLI — hybrid retrieval (vector + BM25 + KG), session continuity, 41 MCP tools. Local-first, Lanc

Alternative to Oraios Serena, Topoteretes Cognee, Vectorize Io Hindsight

open-sourceMITTypeScript

Best for: Developers using multiple AI CLI tools who need a unified, local memory layer for session continuity

★ 156repo activity 7mo ago

aliyun/alibabacloud-tablestore-mcp-server

Various

MCP service for Tablestore, features include adding documents, semantic search for documents based on vectors and scalars, RAG-friendly, and serverless.

open-sourceApache-2.0Java

Best for: Developers building AI agents with RAG on Alibaba Cloud Tablestore

★ 1repo activity 4mo ago49/100

andyliszewski/grounding-ai

Various

Local-first document corpus pipeline for grounded AI agents

Best for: Developers building Python-based grounded AI agents that need a local-first document pipeline

★ 5repo activity 1mo ago66/100

AntonG87/codearia-sieve

Various

Parses a web page into the exact format a decision model needs: dates as dates, numbers with units, chunks that fit the model's window. MCP server + TypeScript library, no model or

open-sourceMITTypeScript

Best for: Developers preparing web content for decision models without relying on external AI services.

MMCPBrowserlowCatalogue

apify/mcp-server-rag-web-browser

Various

A MCP Server for the RAG Web Browser Actor

Alternative to Firecrawl Firecrawl Mcp Server, Browsermcp Mcp, Agent Infra Mcp Server Browser +2 more

★ 204repo activity 5mo ago

open-sourceApache-2.0JavaScript

Best for: Developers building MCP-compatible AI agents that need web browsing for RAG

open-sourceApache-2.0Python

Archerkattri/mathlas

Various

Airtight math tools an AI uses over MCP — 3.7M-theorem search, PSLQ constant ID, OEIS, real Lean kernel checks, applicability checklists. No LLM inside, no API key.

★ 1repo activity 4mo ago

Best for: Developers building AI agents that need rigorous mathematical verification without relying on an LLM.

★ 90repo activity 5mo ago

arthurpanhku/Arthor-Agent

Various

MCP server for AI agent for cybersecurity: automate assessment of documents, questionnaires & reports. Multi-format parsing, RAG knowledge base,Risks, compliance gaps, remediations

Best for: Security teams automating document review and compliance checks

★ 90repo activity 5mo ago

arthurpanhku/DocSentinel

Various

MCP server for AI agent for cybersecurity: automate assessment of documents, questionnaires & reports. Multi-format parsing, RAG knowledge base,Risks, compliance gaps, remediations

Best for: Security teams automating document review workflows

AshutoshRaj97/agentready-mcp

Various

Make any website queryable by AI agents. Index a site then ask questions and get cited answers ground

Alternative to Upstash Context7

★ 1repo activity 3mo ago

open-sourceJavaScript

Best for: Developers building AI agents that need to query and cite content from arbitrary websites.

Auctalis/nocturnusai

Various

Verified knowledge for AI agents. Compress context, extract and store facts, define rules, and ask questions — get deterministic answers with proof, not LLM guesses. Connect agents

Alternative to Upstash Context7, Topoteretes Cognee, Vectorize Io Hindsight

★ 2repo activity 6mo ago

open-sourceKotlin

Best for: Developers building AI agents that need verifiable, rule-based knowledge retrieval

ayushagrawal288/memex

Various

Production-grade persistent memory service for AI agents — FastAPI + pgvector + local ONNX embeddings

Alternative to Topoteretes Cognee

★ 0repo activity 4mo ago

Best for: Developers building AI agents that need a self-hosted, scalable memory layer

baphometnxg/aloha-fyi-mcp

Various

baphometnxg/aloha-fyi-mcp — indexed from awesome-mcp-servers-punkpeye

★ 1repo activity 6mo ago

open-sourceTypeScript

Best for: Developers who use Aloha.fyi and want to connect their notes to MCP-compatible AI tools

★ 3,192repo activity 4mo ago

basicmachines-co/basic-memory

Various

AI conversations that actually remember. Never re-explain your project to your AI again. Join our Discord: https://discord.gg/tyvKNccgqN

open-sourceAGPL-3.0Python

Best for: Developers who frequently use AI assistants and want to avoid repeating project context

bch1212/agentfetch-mcp

Various

MCP server for fetching web URLs with token estimation, caching, and intelligent routing. Built for AI agents.

Alternative to Firecrawl Firecrawl Mcp Server, Agent Infra Mcp Server Browser, Lightpanda Io Browser

★ 0repo activity 5mo ago