MCP connectors for ChatGPT

ohm-mcp

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

AST-based Python refactoring MCP server with safe automated refactorings and rollback

QA Radar

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Tells AI agents which files to test first — churn, coverage, and test mapping as risk scores.

aurora-agent

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

FIBER decision-context compiler with honest omission accounting: 259 evidence-bearing MCP tools.

streamparse

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Parse partial / truncated / messy JSON for LLM tool calls and structured outputs.

sqlfmt-mcp

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Deterministic SQL formatting across 19 dialects (postgres, mysql, snowflake, bigquery, etc.).

agentvet

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Validate tool-call args before execution.

agentsnap

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Snapshot tests for AI tool-call traces: diff, validate, and catch silent regressions.

agentguard

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Network-egress firewall for agent tools: check URLs against a declarative policy.

agentfit

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Token-aware message truncation: fit a chat history into your model's context budget.

agentcast

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Structured-output enforcer: extract and validate JSON from messy LLM text.

intercom

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Relays messages between two Claude Code sessions on different machines using the Channels API

oraclemcp

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Engine-free, governed Oracle Database MCP server with a fail-closed SQL guard (unofficial).

SiteHelm

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Let an AI agent run your WordPress site: every write previewed, verified and reversible.

gsc-indexer-mcp

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Search Console for agents: index status, unindexed-URL discovery, Request Indexing, sitemaps.

flipcoin

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Agent-first prediction markets on Base.

atlassian-dc-mcp-bitbucket

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

MCP server for Atlassian Bitbucket Data Center - interact with repositories and code

iCloud MCP

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Apple Mail, Calendar, Contacts, Reminders, Notes, Messages and Safari via AppleScript or iCloud

AENA Flights MCP

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Flight data for Spain's 50 AENA airports over the public and OAuth2 REST APIs

AgentCanary

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Retired compatibility stub for AgentCanary MCP.

cartography-mcp-server

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Human-curated crypto market intelligence with x402 payments.

engram-cc

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Universal AI coding assistant memory — session handoff, SLM compression, and semantic retrieval.

saudi-vat-pro

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Submit and manage ZATCA-compliant Saudi e-invoices through Saudi VAT Pro.

Montycat MCP - Shared Memory for AI Agents

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Shared, persistent memory for AI agents, with semantic recall and live updates.

MemoCat — Shared AI Memory

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

One shared, persistent memory across AI agents and systems, with semantic recall and live updates.

stockmatrix-mcp

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Korean stock market theme lifecycle analysis (TLI) — rankings, stock lookup, predictions & prompts

Logic Pro MCP

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Local MCP server for stateful, fail-closed Logic Pro control and live project readback.

CommitLore

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Git-native decision memory for coding agents: only the decisions still in force for the edited path

MolTrust MCP Server

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Trust infrastructure for AI agents — DIDs, reputation, verifiable credentials, USDC.

molecare-mcp

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Educational dermatology knowledge and mole tracking.

karst

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Code context for AI dev tools: pack-scoped, cited code retrieval over MCP.