Sandbox
632 repos for mcp-servers · ResearchClear
keli-wen/mcp_chatbotFrameworks & SDKs

A chatbot implementation compatible with MCP (terminal / streamlit supported)

253
Davidyz/
VectorCode

A code repository indexing tool to supercharge your LLM experience.

873
metorial/
metorial-platform

The engine powering hundreds of thousands of MCP connections 🤖 🔥

220

Azan + Prayer Time + MCP + AI Agents + Islamic + Salah + A lightweight MCP library to calculate prayer times and trigger Azan with a single tool call. If you’re building an AI agent or prayer application, there’s no need to deal with astronomical calculations, timezones, or edge cases again.

383

Zero-config entity resolution feeding a durable identity layer: messy records from any source become stable golden entities, a Customer 360 with provenance, merge/split and audit. Fellegi-Sunter beats hand-tuned Splink. Arrow-native/Rust, 250M rows in 11.2 min. Python + edge TypeScript (WASM), SQL-native in Postgres & DuckDB, 97 MCP tools + REST.

131
MemPalace/
mempalace

The best-benchmarked open-source AI memory system. And it's free.

59k
HKUDS/
Vibe-Trading

"Vibe-Trading: Your Personal Trading Agent"

33k

Suite of generic Linked Data/SPARQL as well as LinkedDataHub-specific MCP tools

45
gridctl/
gridctl
gridctl/gridctlConnectors

🔒 MCP gateway with a built-in skill library.

45
zcaceres/
markdownify-mcp

A Model Context Protocol server for converting almost anything to Markdown

3k
flytohub/
flyto-core
flytohub/flyto-coreFrameworks & SDKs

AI said it finished. Flyto2 shows the proof.

480
quarkusio/
quarkus-workshop-langchain4j

Quarkus LangChain4J Workshop that demonstrates both single AI service capabilities and Agentic AI orchestration

97

Fast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read

6k
LycheeMem/
LycheeMem

Lightweight Long-Term Memory for LLM Agents.

1.1k
sandst1/
remind
sandst1/remindConnectors

A memory layer for AI Agents

83