MCP servers for ChatGPT

SEAM: local-first memory runtime for AI agents, with retrieval and glassbox provenance over MCP.

MCP server for SearchSteward — search job matches, read score breakdowns, log applications, and pull negotiation prep from any MCP client.

Read-only MCP server for exploring and analysing a Secoda data catalog

Open-source context engineering scanner for Claude Code. Scores 45 check layers across CLAUDE.md, skills, hooks, memory, and planning

MCP server that connects Claude Code (and other MCP clients) to your Joplin knowledge base

MCP server for codebase security scanning (secrets, SAST, SCA, IaC)

Atomic MCP tools for AppSec and AI Security engineers

Local read-only semantic search for Markdown vaults through MCP.

Read-first MCP server for Twilio Segment: routing, stale sources, delivery health, governance.

Self-improving MCP server that learns from your corrections. Stores coding rules as searchable knowledge with vector similarity search — so

Semantic understanding of JavaScript codebases for AI agents

Search and discover any API using natural language. 163+ providers with auto-discovery.

Model Context Protocol server for SEMCL.ONE OSS compliance toolchain

Semantic code search MCP server: Tree-sitter AST chunking + voyage-code-3 embeddings + hybrid retrieval (sqlite-vec + FTS5 + RRF) + Voyage

Semantic + structural code intelligence for AI agents, as a local MCP server: find code by meaning, jump to definitions, see

MCP Server for Sendook - AI Email Communication Platform

Semantic PR search for AI coding agents — ingest, index, and retrieve merged-PR precedents via MCP

UX research synthesis. Upload interviews and get themes, findings, and verbatim quotes in minutes.

Multi-persona engineering mentor with 64 specialized AI personas orchestrating collaborative guidance, session memory, and git-aware context

MCP server for KVM control — thin client for serial-hid-kvm

MCP server for serial port communication