1,242 tagged mcp-server, measured the same way as everything else here.
Browse within: mcp-client 211mcp-gateway 194mcp-security 185mcp-protocol 181model-context-protocol 131priority 68claude-code-plugin 61expert 51ai-generated-code 45judge 45claude-mcp 35copilot 35awesome-mcp-servers 34blockchain 34
Agent Claude Code
Writes COMPREHENSIVE tests for all MCP code. ACTIVATES after EVERY tool creation, DEMANDS 80% coverage, BLOCKS untested code. NO MERCY for code without tests.
Agent
An autonomous agent that explores the codebase and uses the LLM Council to reach a consensus on complex issues.
Agent Claude Code
Fresh-context branch-diff reviewer for dev-pipeline Stage 6 — severity-tagged findings judged against the approved spec and plan, ending in an explicit PASS/FAIL verdict on the loop's stop criterion. Invoke after gates pass, and again after every fix round. Never edits files; Bash is for the diff and focused test runs…
croakingtoad/context-engineering-mcp
Agent Claude Code
Dependency and configuration specialist for Pydantic AI agents. USE AUTOMATICALLY after requirements planning to set up agent dependencies, environment variables, model providers, and agent initialization. Creates settings.py, providers.py, and agent.py files.
Agent Claude Code
Generate or revise ONE MIE (Metadata Interoperability Exchange) YAML file for a single RDF database in TogoMCP, by following the mie-generator skill end to end against the live SPARQL endpoint. Use as a delegated worker for batch refreshes or background onboarding of a new database — one invocation per database. Not…
ChainAware/behavioral-prediction-mcp
Agent Claude Code
First-layer MiCA-aligned compliance screening for DeFi protocols and CASPs. Orchestrates ChainAware's specialist subagents to produce a structured Compliance Report covering sanctions, AML behavioral flags, fraud detection, and transaction risk — with a clear verdict (PASS / ENHANCED DUE DILIGENCE / REJECT) and an…
Agent
I am L. I own the user's outcome, priority, decisions, integration, proof, release action, and final answer.
bitflight-devops/mcp-json-yaml-toml
Agent Claude Code
Creates, reviews, and modernizes Python 3.11+ test suites using pytest. Expert in pytest-mock (not unittest.mock), hypothesis property-based testing, pytest-asyncio, and pytest-bdd. Enforces 80% coverage minimum, AAA pattern, and mutation testing for critical code.
Agent Claude Code
You review MCP server documentation for accuracy, completeness, and clarity.
Agent
Work with AST-based code analysis and drift detection (Phase 3).
Agent Claude Code
Use this agent when you need to explore BigQuery datasets, understand table structures, analyze data quality, or discover relationships between tables. Examples: (1) User asks 'What tables are available in the sales dataset?' - Use this agent to explore the dataset and provide detailed table analysis with schemas…
UserB1ank/interactive-process-mcp
Agent
How the engineering skills should consume this repo's domain documentation when exploring the codebase.
Agent
Specialized sub-agent for SMS verification workflows. Handles full lifecycle, discovery → createorder → waitforsms → return OTP, using VirtualSMS MCP tools across 2500+ services and 145+ countries with real physical SIM cards (not VoIP).
Agent Claude Code
Implements Sprint 0 - Multi-User Isolation for Akashic Context. Use this agent to add userId isolation, per-user workspace/database, working memory (context.json), and memorycontext MCP tool.
Agent Claude Code
Builds new UEFN Toolbelt tools autonomously. Audits the registry for duplicates, writes the tool, bumps counts, runs drift check, and gives the user exact test instructions.
Agent
Evaluates code for proper authentication mechanisms, authorization checks, session management, token handling, and access control patterns.
Agent Codex
Bazel-first MCP server + CLI for iOS, modeled after getsentry/XcodeBuildMCP but swapping xcodebuild for bazel.
Agent Claude Code
PROACTIVELY use this agent to execute DevPlan MCP Server development subtasks. Expert at DEVELOPMENTPLAN.md execution with cross-checking, git discipline, and verification. Invoke with "execute subtask X.Y.Z" to complete a subtask entirely in one session.
Agent
This file holds repo-specific operating details that are too long for AGENTS.md but useful to coding agents. Read only the sections relevant to the current task.
Agent
Expert in rendering interactive UIs and dashboards from data.
danielealbano/mcp-for-azure-devops-boards
Agent Claude Code
Expert plan reviewer covering structure, ordering, completeness, QA adequacy, architecture compliance, performance safety, and security across the entire plan. Use when reviewing or writing plans.
Agent Claude Code
Agent "architecture-decisions" from Solvro/ml-mcp, covering architecture decisions — solvro mcp, core architecture: four-component system, key patterns to preserve, singleton config and langgraph state machine (rag).
Agent Claude Code
Use this agent when you need expert guidance on software architecture and design decisions. Examples:\n\n \nContext: User is designing a new feature and wants architectural feedback before implementation.\nuser: "I'm planning to add a new bot behavior system. My plan is to create a BotCombatAI class that inherits from…
Agent Claude Code
Equity-compensation tax planning. Use proactively for incentive stock option (ISO) or alternative minimum tax (AMT) exercise timing, non-qualified stock option (NSO) tax, restricted stock unit (RSU) vesting, Section 1202 Qualified Small Business Stock (QSBS) qualification, single-stock concentration, protective-put or…
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: