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187 repos for “protocol” · Any agent · ResearchClear
OTA-Tech-AI/web-agent-protocolFrameworks & SDKs

🌐Web Agent Protocol (WAP) - Record and replay user interactions in the browser with MCP support

507
mnemox-ai/tradememory-protocolConnectors

Decision audit trail + persistent memory for AI trading agents. Outcome-weighted recall, tamper-evident SHA-256 chain with RFC 3161 anchoring, 20 MCP tools.

1.4k
HenryZ838978/
deepseek-harness
HenryZ838978/deepseek-harnessHarnesses

Protocol-layer harness for DeepSeek: Python witness stack — posterior verification that keeps the protocol honest. dsh doctor --node probes included.

49
mctrinh/
awesome-mcp-servers
mctrinh/awesome-mcp-serversCollections

A curated list of excellent Model Context Protocol (MCP) servers.

46
felipfr/
linkedin-mcpserver
felipfr/linkedin-mcpserverConnectors

A powerful Model Context Protocol server for LinkedIn API integration

84
lastmile-ai/mcp-agentFrameworks & SDKs

Build effective agents using Model Context Protocol and simple workflow patterns

8.5k
zcaceres/
markdownify-mcp
zcaceres/markdownify-mcpConnectors

A Model Context Protocol server for converting almost anything to Markdown

3k
arjunprabhulal/
mcp-flight-search
arjunprabhulal/mcp-flight-searchConnectors

MCP Server implementation for the Model Context Protocol (MCP) enabling AI tool usage - Realtime Flight Search

43
nkapila6/
mcp-local-rag
nkapila6/mcp-local-ragConnectors

"primitive" RAG-like web search model context protocol (MCP) server that runs locally. ✨ no APIs ✨

134
jdez427/
claude-ipc-mcp
jdez427/claude-ipc-mcpConnectors

AI-to-AI communication protocol for Claude, Gemini, and other AI assistants

133
Augmented-Nature/
ChEMBL-MCP-Server
Augmented-Nature/ChEMBL-MCP-ServerConnectors

A comprehensive Model Context Protocol (MCP) server providing advanced access to the ChEMBL chemical database.

89
bsab/italia-mcp-serversCollections

Catalogo curato dei server MCP (Model Context Protocol) italiani — dati pubblici, legal-tech, fatturazione, PA e altro.

97
Arindam200/
reddit-mcp
Arindam200/reddit-mcpConnectors

Model Context Protocol server implementation for Reddit

300
kujenga/
zotero-mcp
kujenga/zotero-mcpConnectors

Lightweight Model Context Protocol (MCP) server for the Zotero API, in Python

162
nanbingxyz/5ireTools

5ire is a cross-platform desktop AI assistant, MCP client. It compatible with major service providers, supports local knowledge base and tools via model context protocol servers .

5.3k
tinyfish-io/
agentql-mcp
tinyfish-io/agentql-mcpConnectors

Model Context Protocol server that integrates AgentQL's data extraction capabilities.

179
Nikunj2003/
LLaMa-MCP-Streamlit
Nikunj2003/LLaMa-MCP-StreamlitOther

AI assistant built with Streamlit, NVIDIA NIM (LLaMa 3.3:70B) / Ollama, and Model Control Protocol (MCP).

43