Developer Tools MCP Servers

MCP servers for repositories, version control, CI, error tracking, sandboxes and code execution. Each entry is scanned with the deterministic Capability-Flow Trust Model — grades are computed, never self-reported.

Gamma 2 implementations
A
best: @arkava-ai/gamma-mcp-server

MCP server for Gamma.app - Create presentations, documents, and websites via any MCP-compatible AI assistant (Claude Code, Claude Desktop, OpenCode, Codex, Gemini CLI)

Developer Tools Best score 99/100 0 findings 54/wk Cap. Minimal
Json Mcp Filter npm
A
json-mcp-filter

MCP server providing JSON schema generation and filtering tools using quicktype

Developer Tools Score 99/100 0 findings 54/wk Cap. Minimal
Ndjson Local Log Triage npm
A
ndjson-local-log-triage-mcp

MCP server for streaming NDJSON log triage — query patterns, detect anomalies, summarize timelines without loading gigabyte files into context.

Developer Tools Score 99/100 0 findings 54/wk Cap. Minimal
Playwright Network Chaos npm
A
playwright-network-chaos-mcp

MCP server that gives AI agents dynamic network chaos control over Playwright browser sessions

Developer Tools Score 99/100 0 findings 54/wk Cap. Minimal
Playwright Spatial Layout npm
A
playwright-spatial-layout-mcp

MCP server that gives AI agents geometric spatial awareness of web page layouts using Playwright

Developer Tools Score 99/100 0 findings 54/wk Cap. Minimal
Postbolt npm
A
postbolt-mcp

MCP server for PostBolt - publish to social media from any AI agent

Developer Tools Score 99/100 0 findings 54/wk Cap. Minimal
Regex Tools npm
A
@rog0x/mcp-regex-tools

Regex and text processing tools for AI agents via MCP

Developer Tools Score 99/100 0 findings 54/wk Cap. Minimal
Agent Replay npm
A
agent-replay-mcp

MCP server for agent session recording and replay — debug non-deterministic agent behavior with session comparison and divergence detection

Developer Tools Score 99/100 0 findings 53/wk Cap. Minimal
Agentcontext npm
A
@mbeato/agentcontext-mcp

MCP server for @mbeato/agentcontext — exposes read_agent_context and convert_agent_context tools so any MCP-aware agent can normalize CLAUDE.md / AGENTS.md / .cursor/rules / .clinerules / .windsurf/rules.

Developer Tools Score 99/100 0 findings 53/wk Cap. Minimal
Atlas Docs npm
A
@cartographai/atlas-docs-mcp

MCP server for getting documentation for libraries and frameworks

Developer Tools Score 99/100 0 findings 53/wk Cap. Minimal
Cache Tools npm
A
@rog0x/mcp-cache-tools

Caching and memoization tools for AI agents — MCP server #30

Developer Tools Score 99/100 0 findings 53/wk Cap. Minimal
Calculator 4 implementations
A
best: @tech-sushant/calculator-mcp

A simple Model Context Protocol calculator server

Developer Tools Best score 99/100 0 findings 53/wk Cap. Minimal
Claude Debugs For You npm
A
claude-debugs-for-you

Enable an MCP Client, such as Claude Desktop to directly debug code with breakpoints

Developer Tools Score 99/100 0 findings 53/wk Cap. Minimal
Cpfhub npm
A
@cpfhub/mcp

Official Model Context Protocol (MCP) server for CPFHub.io. Query Brazilian CPF data directly from AI agents like Claude, Cursor, and Windsurf.

Developer Tools Score 99/100 0 findings 53/wk Cap. Minimal
Levels Of Self npm
A
levels-of-self-mcp-server

MCP server for the Levels of Self self-awareness game - 6,854 interactive scenarios across 7 levels of development

Developer Tools Score 99/100 0 findings 53/wk Cap. Minimal
Openharness npm
A
@freebird-ai/openharness

Local MCP server that lets AI coding agents discover and reference each other's recent sessions.

Developer Tools Score 99/100 0 findings 53/wk Cap. Minimal
Price Watch npm
A
@comparedge/price-watch-mcp

MCP server for tracking SaaS, AI, and crypto pricing changes: recent moves, per-product history, category trends, biggest increases, and current price, from a human-reviewed change log.

Developer Tools Score 99/100 0 findings 53/wk Cap. Minimal
Repomap 2 implementations
A
best: repomap-mcp

MCP server and CLI tool for generating repository maps using Tree-sitter AST analysis and PageRank ranking

Developer Tools Best score 99/100 0 findings 53/wk Cap. Minimal
Zabbix npm
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@nks-hub/zabbix-mcp

MCP server for Zabbix monitoring: hosts, problems, triggers, events, items, and acknowledgements

Developer Tools Score 99/100 0 findings 53/wk Cap. Minimal
Arabicfmt npm
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arabicfmt-mcp

Model Context Protocol (MCP) server exposing arabicfmt's Arabic-first formatting tools (currency, Hijri dates, numbers, bidi text, validation) to AI agents like Claude and Cursor.

Developer Tools Score 99/100 0 findings 52/wk Cap. Minimal
Customer npm
A
@loxtep/customer-mcp-server

Customer MCP proxy: login via app UI, stdio server that forwards tool calls to Loxtep API

Developer Tools Score 99/100 0 findings 52/wk Cap. Minimal
Github Gist npm
A
mcp-server-github-gist

MCP server to create, read, update, list, and search GitHub Gists from your IDE

Developer Tools Score 99/100 0 findings 52/wk Cap. Minimal
Release Readiness Triage npm
A
release-readiness-triage-mcp

MCP server that aggregates CI failures, cross-references flakiness history, and generates go/no-go release recommendations

Developer Tools Score 99/100 0 findings 52/wk Cap. Minimal
Salutespeech npm
A
@theyahia/salutespeech-mcp

MCP server for SaluteSpeech — speech recognition and synthesis (Russia)

Developer Tools Score 99/100 0 findings 52/wk Cap. Minimal