开发 MCP 服务器

API testing tool with YAML tests and structured JSON failures agents can act on: run, validate, inspect, rerun failed tests and get fix…

Formats files using .editorconfig rules so AI-generated code follows project formatting standards.

Dependency policy and MCP server to stop AI coding agents from installing risky npm packages.

36 local developer utilities for AI agents. Hash, encoding, UUID, JWT, JSON, network, text.

Deterministic guardrail your coding agent runs on itself: diff-scoped findings, zero LLM tokens.

Fast architectural linter & guardrail engine for AI coding agents: detects layer violations, leaked secrets, and enforces .cursorrules &…

Code & logic calculator for AI agents: 31 languages, symbolic math, SMT/logic solving, Big-O.

Access CQC care ratings, NHS health services, and food hygiene data across the UK

Checks the context files a coding agent reads against the git index, and reports what drifted.

Static-analysis context compiler for Python repos: selects callers, callees and related functions for a change and packs them into a token…

Enforces team naming conventions in AI-generated code.

AI execution pipeline with NAEF logic constraints, VERITAS build gates, semantic vault integration and Tri-Node Cortex validations to curb…

Token usage and cost tracking for OpenAI and Claude APIs with real-time session tracking.

Connect an IDE or AI assistant to GitHub Copilot CLI for code analysis, review and batch processing.

Local task bus for CLI AI agents such as Codex and Claude Code: route work, persist state in SQLite and collaborate through a shared server.

Huawei AppGallery Connect MCP: upload APK/AAB, update metadata, submit and manage app releases.

Architecture-aware MCP context with boundaries, seams, impact scope, and BGI-TWIN guidance.

MCP server that teaches any AI agent the AIDE methodology via progressive disclosure

E2B cloud sandboxes: create isolated Linux VMs, clone repos, run commands, manage files and perform git operations without touching the…

Jenkins CI/CD: job management, build status tracking, pipeline monitoring, artifact and queue management, and batch operations.

Multi-zone MCP server for GKE/EKS/AKS: Python tools from git, NeMo guardrails, SSO, autoscaling.

Cross-protocol agent payments hub. x402, MPP, L402/Lightning. 1551 services indexed.

Self-hostable API gateway and marketplace for AI agents with one API key, REST and streaming access, and health monitoring.

Coordination server for parallel coding agents: claims, contracts, notices, and memory notes.

Developer MCP server: code analysis, JSON repair, imports, diffs, regex, format conversion.

Search and fetch AI agents, skills, prompts and MCP connectors from the Spark marketplace.

Multi-perspective architecture review from viewpoints like CTO, security, product and DevOps, plus AI collaboration coaching and idea…

Local daemon that pre-indexes a codebase into a SQLite catalog and serves AST-compressed snapshots on every query to reduce token usage.

Agent-first skill marketplace with USK open standard for Claude, Cursor, Gemini, Codex CLI.

An MCP server tailored for React Native–first development using Gluestack UI.

Jira and Confluence behind SSO via your own browser session: every mcp-atlassian tool, no API token

Securely control paired computers with ReMCP.

Gridproof your UI — automated spacing & grid QA in the agent loop (MCP server).

MATLAB integration: execute code, run async jobs with progress reporting, get interactive Plotly plots and expose custom .m functions as…

Project Telos local tools for inspectable AI work: source intake, workspace context, routing ledgers, action receipts and verification…

Inspect, manage and kill local dev servers: see what listens on each port, diagnose port conflicts, find zombie processes and kill by PID…

Profiles how you use any MCP server into a reusable, read-only skill: workflows, call chains and each tool's safety class.

Multi-agent deliberation across Claude, Gemini, and Perplexity. Stream and publish.

Search, browse, and submit MCP servers to the AllMCPs.com directory.

Bridge to the Google Gemini API for accessing Gemini Pro and Flash models.

Bridge to a local Ollama server for running Llama, Mistral, Qwen and other local models.

93 agentic MCP tools + 49 specialist agents for every major AI CLI. Self-learning, no API keys.

Structural code context via TypeScript AST analysis: compressed symbol indexes, dependency graphs and git diffs, without a vector database…

Estimate, submit, monitor and fetch logs for GPU inference, training, fine-tuning and batch workloads on Jungle Grid.

Scan codebases for LLM API calls and estimate monthly costs. Compare costs between git refs to catch cost regressions during code review.

Lets your AI find open-source tools on GitHub and install them as sandboxed MCP tools.

MCP server giving AI agents safe access to filesystem, databases, processes, and APIs.

Universal search engine for AI agents. Discover products, services, and businesses via MCP.

MCP server for Chrome Web Store — extension upload, publish, status, and rollout

Developer toolkit: semantic code search, natural-language database queries, docs indexing and OpenAPI introspection.

Spring Boot example that exposes SpringDoc OpenAPI operations as safe MCP tools.

Query the Hirð compiler (typed actors on the BEAM): type inference, definition lookup, effect rows, IR fragments, actor protocols and…

Developer utilities MCP: base64, UUID, hash, JWT decode, cron, timestamps.

MCP server for Docker — manage containers, images, volumes, and compose services from your IDE

GitHub Actions MCP — view runs, read logs, re-run jobs, and manage CI/CD.

C++26 paper reference backing a Claude Code plugin: paper lookup, fuzzy search and compiler support status over the ISO/IEC 14882:2026…

Local, deterministic QA review routing with fixed profiles and risk-based escalation; evidence and final decisions stay with the host.

Discover x402 APIs by capability, price & trust. Powered by x402Scout.

AI control of Android/iOS devices. Screenshots, UI tree, AI vision, Flutter, video. 49 tools.

Java memory leak diagnostics via jcmd, jmap, jstat, JFR, Eclipse MAT and async-profiler, with conservative scans, deep forensics and…