MCP servers that give coding agents real developer tooling: linters, package registries, test runners, language docs and local build commands. 이 카테고리에 13,966 servers가 있습니다.
Enables AI clients to create, edit, and manage Microsoft Access databases including forms, VBA modules, tables, queries, and relationships.
$claude mcp add mcp-access -- uvx mcp-msaccess-database
Lets AI agents run Python code against STAAD.Pro models via the OpenSTAAD API to define load cases, extract data, and set properties.
$https://github.com/BentleySystems/openstaad-mcp/releases/download/v1.3.0/openstaad-mcp.mcpb
Lets AI agents build a persistent knowledge graph of code, docs and policies, and gate decisions with signed verdicts.
$claude mcp add graqle -- uvx graqle
Enables AI agents to search, retrieve, store, and analyze DICOM images using DIMSE and DICOMweb protocols.
$claude mcp add dicom-agent-mcp -- uvx dicom-agent-mcp
Provides a shared memory and coordination layer for multiple AI agents across different CLIs and IDEs using a unified SQLite store.
$claude mcp add thread-keeper -- uvx threadkeeper
Connects coding agents to a live registry of reviewed engineering skills to discover, verify, and apply proven fixes for software failures.
$claude mcp add noosphere -- uvx noosphere-mcp
Refines and optimizes LLM prompts through adaptive questioning and multi-provider support for various AI backends.
$claude mcp add promptheus -- uvx promptheus
Performs static security scanning on MCP servers and agent skill files to detect vulnerabilities and toxic attack chains using OWASP AIVSS scoring.
$claude mcp add scanner -- uvx bawbel-scannerPerforms static security scanning on MCP servers and agent skill files to detect vulnerabilities and toxic attack chains using OWASP AIVSS scoring.
$claude mcp add bawbel-scanner -- uvx bawbel-scanner
Provides deterministic structural analysis and change control for AI agents to manage Python code modifications and prevent regressions.
$claude mcp add codeclone -- uvx codeclone
An agent runtime and Python SDK for building AI agent fleets with persistent knowledge-graph memory and effort-based model routing.
$claude mcp add aither-adk -- uvx aither-adk
Records approved project decisions and their reasons, then surfaces that reasoning to AI agents in later sessions.
$claude mcp add nauro -- uvx nauro
Verifies AI agent actions by auditing tool records to identify skipped tests, unverified changes, or unread documents.
$claude mcp add assurance -- uvx assurance-mcp
Indexes local chat transcripts from Cursor, Claude, and ChatGPT to provide BM25 search and memory for AI agents.
$claude mcp add chronicle-mcp -- uvx chronicle-mcp-server
Connect AI assistants to Bitbucket Cloud to manage repositories, pull requests, pipelines, and issues through natural language.
$claude mcp add bitbucket-mcp -- uvx bitbucket-mcp-py
Provides a cross-agent intelligence network that shares tool failure patterns and successful recovery actions to prevent redundant retries.
$claude mcp add failecho -- npx -y failecho-mcp
Provides a local-first shared memory system for multiple AI agents using Markdown files and git to compound knowledge through usage and validation.
$claude mcp add compound-memory -- uvx compound-memoryValidates email addresses, phone numbers, and postal addresses across 240+ countries via Byteplant APIs.
$claude mcp add byteplant-mcp -- uvx byteplant-mcp
Allows AI agents to create test inboxes and automatically block until an OTP or magic link arrives for application testing.
$claude mcp add mailsocket-mcp -- uvx mailsocket-mcp
Enables AI agents to triage issues, fix bugs, verify SARIF scanner reachability, and perform semantic code recall within a repository.
$claude mcp add codna-cli -- uvx codna