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24 tools on this page

MMCPDevlowCatalogue

activeing123/mcptoon

Various

MCP tool discovery burns 71,929 tokens. mcptoon drops it to 581 (−99.2%, measured). Zero dependencies.

Alternative to Upstash Context7

★ 200repo activity 1mo ago77/100
open-sourceApache-2.0HTML

Best for: Developers using MCP who want to cut token overhead during tool discovery.

MMCPDevlowCatalogue

AiAgentKarl/solana-mcp-server

Various

MCP-Server für Solana-Blockchain-Daten — Wallets, Token-Preise, DeFi-Yields, Sicherheitschecks

★ 0repo activity 6mo ago
open-sourceMITHTML

Best for: Developers building AI agents that need to query Solana blockchain data through MCP

OOSSObsmediumCatalogue

AI Agent Token Cost Calculator

Community

Browser-only calculator for AI-agent token spend, avoidable context waste, and cleanup payback.

★ 0repo activity 2mo ago54/100
open-sourceMITHTML

Best for: Developers who want a quick, offline estimate of AI agent token costs and cleanup savings.

MMCPDevlowCatalogue

ajibadedapo/flowproof-mcp

Various

Run reproducible bioinformatics pipelines from an AI assistant over MCP, with verifiable provenance

★ 1repo activity 2mo ago60/100
open-sourceMITHTML

Best for: Researchers seeking AI-assisted, reproducible bioinformatics pipelines via MCP

OOSSObsmediumCatalogue

AquilaDB

Community

An easy to use Neural Search Engine. Index latent vectors along with JSON metadata and do efficient k-NN search.

Alternative to Milvus, Qdrant, Weaviate +2 more

★ 380repo activity 2y ago
open-sourceHTML

Best for: Developers needing quick vector search with JSON metadata for small to medium datasets.

MMCPDevlowCatalogue

@arbitova/mcp-server

Various

Arbitova — AI-powered trade arbitration platform. Neutral verdict engine for disputed transactions, with MCP server, TypeScript & Python SDKs.

★ 1repo activity 5mo ago
open-sourceMITHTML

Best for: Developers needing to add dispute resolution capabilities to trading platforms

OOSSFrameworkmediumCatalogue

Awesome ChatGPT Prompts

Community

f.k.a. Awesome ChatGPT Prompts. Share, discover, and collect prompts from the community. Free and open source — self-host for your organization with complete privacy.

★ 163,161repo activity 4mo ago
open-sourceHTML

Best for: Teams wanting a searchable, shareable prompt reference library they can self-host and customize

MMCPDevlowCatalogue

beardfaceguy/daimonos

Various

Agent-optimized MCP server replacing built-in file, search, exec, and git tools with compact structured JSON. N

Alternative to Wonderwhy Er Desktopcommandermcp, Idosal Git Mcp

★ 0repo activity 4mo ago
open-sourceMITHTML

Best for: Developers building agent-driven workflows who need compact, structured tool outputs

OOSSObsmediumCatalogue

BELLE

Community

BELLE: Be Everyone's Large Language model Engine(开源中文对话大模型)

Alternative to Glm 6b Chatglm, Chatglm2 6b

★ 8,276repo activity 2y ago
open-sourceApache-2.0HTML

Best for: Developers building Chinese-language conversational AI applications who need an open source foundation.

MMCPDevlowCatalogue

boikot-xyz/boikot

Various

keep companies accountable

★ 7repo activity 4mo ago
open-sourceGPL-3.0HTML

Best for: Small activist groups or individuals wanting a lightweight, transparent tool to track corporate accountability

MMCPDevlowCatalogue

clawaimail/mcp

Various

clawaimail/mcp — indexed from awesome-mcp-servers-punkpeye

★ 0repo activity 7mo ago
open-sourceMITHTML

Best for: Developers experimenting with MCP-based email automation

MMCPDevlowCatalogue

davidmosiah/uap-pulse

Various

MCP server + 3D map for the Pentagon's declassified UAP/UFO files — for Claude, Cursor & ChatGPT

★ 0repo activity 3mo ago
open-sourceMITHTML

Best for: Developers and researchers who want to explore UAP data through conversational AI and geospatial visualization.

MMCPDevlowCatalogue

drolosoft/immich-photo-manager

Various

📸🧹🗺️ MCP server for intelligent photo management with Immich — search, curate geographic albums, clean up libraries, and publish galleries

★ 18repo activity 5mo ago
open-sourceMITHTML

Best for: Self-hosters using Immich who want geographic organization and library maintenance

MMCPDevlowCatalogue

felippeyann/agentfi

Various

felippeyann/agentfi — indexed from awesome-mcp-servers-punkpeye

★ 0repo activity 5mo ago
open-sourceHTML

Best for: Developers browsing the awesome-mcp-servers collection for potential examples.

MMCPDevlowCatalogue

foldwork-dev/mcp-injector

Various

Local MCP daemon that compresses your codebase before sending it to Claude 41-89% token reduction

Alternative to Repowise Dev Repowise

★ 1repo activity 3mo ago
open-sourceHTML

Best for: Developers who frequently send large codebases to Claude and want to reduce token usage

MMCPDevlowCatalogue

goldmembrane/cleaner-code

Various

AI code security scanner MCP server — detects invisible Unicode, Trojan Source, homoglyphs, Glassworm steganography, rules file backdoors, and dependency attacks in AI-generated co

★ 0repo activity 5mo ago
open-sourceMITHTML

Best for: Developers and security engineers who need to vet AI-generated code for subtle, hard-to-detect attacks before deployment

OOSSFrameworkmediumCatalogue

IBM data-prep-kit

Community

Open source project for data preparation for GenAI applications

★ 934repo activity 5mo ago
open-sourceApache-2.0HTML

Best for: Developers building GenAI applications who need a focused, open source data preparation framework.

MMCPDevlowCatalogue

kansei-link/kansei-mcp-server

Various

Local-first MCP navigator for AI agents. 11,000+ SaaS services, 200 workflow recipes, 89-97% token savings. Works with Claude Code, Cursor, Cline, Zed, Windsurf.

★ 1repo activity 3mo ago
open-sourceMITHTML

Best for: Developers using MCP-compatible coding tools who want local access to a wide range of SaaS services with potential token cost savings.

MMCPDevlowCatalogue

kimtth/mcp-remote-call-ping-pong

Various

🏓 An experimental and educational script for Ping-pong server demonstrating remote MCP (Model Context Protocol) calls

★ 1repo activity 1y ago
open-sourceHTML

Best for: Developers who want a simple educational example to understand remote MCP calls

MMCPDevlowCatalogue

kindrat86/agentmail

Various

Compliance & verification toolkit for AI agents — OFAC sanctions screen, KYA, transaction risk + disposable email/SMS inboxes. MCP + HTTP + CLI.

★ 1repo activity 1mo ago62/100
open-sourceMITHTML

Best for: Developers building AI agents that need compliance and verification checks

MMCPDevlowCatalogue

LadislavSopko/mcp-ai-server-visual-studio

Various

MCP AI Server - Roslyn-powered MCP server for Visual Studio. 20 tools for AI assistants.

Alternative to Oraios Serena

★ 29repo activity 7mo ago
open-sourceHTML

Best for: Visual Studio developers building AI-assisted coding tools

OOSSObsmediumCatalogue

Lancedb

Community

Developer-friendly OSS embedded retrieval library for multimodal AI. Search More; Manage Less.

Alternative to Milvus, Qdrant, Chroma +2 more

★ 10,470repo activity 4mo ago
open-sourceApache-2.0HTML

Best for: Developers who need a lightweight, embedded retrieval library for multimodal AI experiments and edge deployments

OOSSOrchestrationmediumCatalogue

Langchain Chat Websocket

Community

LangChain LLM chat with streaming response over websockets

★ 97repo activity 2y ago
open-sourceApache-2.0HTML

Best for: Developers who need a quick, lightweight streaming chat demo using LangChain and websockets

OOSSOrchestrationmediumCatalogue

LLaMA Cult and More

Community

Large Language Models for All, 🦙 Cult and More, Stay in touch !

Alternative to Open Llms

★ 449repo activity 3y ago
open-sourceMITHTML

Best for: Developers looking for a quick, community-curated entry point to LLaMA model information and related links