MCP servers that give coding agents real developer tooling: linters, package registries, test runners, language docs and local build commands. Bu kategoride 13.969 server.
GitHub reposunu yapıştırın, hızlı bir incelemeden sonra listeleyelim.
Sunucu gönder
Create, update, publish, and export Datawrapper charts from an AI assistant using data and configuration.
$claude mcp add datawrapper-mcp -- uvx datawrapper-mcp
Automates time series forecasting by profiling data, selecting models using deterministic rules, and generating reproducible Python scripts.
$claude mcp add skforecast-ai -- uvx skforecast-ai-mcp
Lets AI coding agents map a local repository, search files and contents, read files, and inspect dependencies.
$claude mcp add llmscribe -- uvx llmscribe
Enables an AI client to stream, convert, and inspect over 100 different data formats including CSV, JSON, Parquet, and various database types.
$claude mcp add iterabledata -- uvx iterabledata
Transforms source code into a queryable knowledge graph for impact analysis, call graph mapping, and AI-powered development.
$claude mcp add n3mo -- uvx n3mo
Lets an AI agent record decision rationale, rejected approaches and entity history in local SQLite and recall them in later sessions via MCP or CLI.
$claude mcp add selvedge -- uvx selvedge
Converts OpenAPI specs, documentation, or blockchain IDLs into a verified knowledge graph that allows AI agents to call APIs with simulated receipts.
$claude mcp add gecko-surf -- uvx gecko-surf
Turns W3C Thing Descriptions into tools an AI client can call, gating and authorizing each operation.
$claude mcp add thingctx -- uvx thingctx
Enables AI agents to perform associative recall over markdown notes by combining vector search with wikilink graph traversal in SQLite.
$claude mcp add sqlite-graph-memory -- uvx sqlite-graph-memory
Provides AI assistants with a two-tier memory system featuring a zero-latency hot cache and semantic search for persistent project knowledge.
$claude mcp add memory-mcp -- uvx hot-memory-mcp
Lets AI agents safely inspect, query, operate, and tune PostgreSQL databases using 279 specialized tools.
$claude mcp add mcpg -- uvx mcpg
Provides a self-hosted, governed memory layer for multi-agent systems featuring role-based access, provenance, and temporal replay.
$claude mcp add attestor -- uvx attestor
Provides AI agents with airtight mathematical reasoning through theorem search, numeric verification, and Lean 4 formal proof checking.
$claude mcp add mathlas -- uvx mathlas-mcp
Lets AI agents manage Docker environments including containers, images, networks, volumes, and Swarm services via the Docker SDK and CLI.
$claude mcp add docker-mcp -- uvx docker-mcp-serverLets AI agents manage Docker environments including containers, images, networks, volumes, and swarm services via the Docker SDK and CLI.
$claude mcp add docker-mcp -- uvx docker-mcp-server
Test healthcare AI agents by verifying medication claims against cited FDA label text and OTC monographs using deterministic rules.
$claude mcp add --transport http orinyx-mcp https://orinyx-mcp.fly.dev/mcp
Provides a centralized HTTP gateway for AI agents to perform controlled SSH commands and SFTP file transfers with audit logging and command policies.
$claude mcp add ssh-mcp -- docker run -i --rm ghcr.io/gelse/ssh-mcp:0.3.0
Acts as a security proxy for MCP servers to provide behavioral profiling, security scanning, and risk gating for tool execution.
$claude mcp add mcpsafetywarden -- uvx mcpsafetywarden
Enables coding agents to perform browser-based testing, explore user journeys, and verify bugs with evidence and Playwright test exports.
$claude mcp add argus -- uvx argus-testing
Allows an AI client to inspect datasets, preview image augmentations, refine them with visual feedback, and export reproducible pipelines.
$claude mcp add albu-mcp -- uvx albumentationsx-mcp