Supabase MCP Server
Manage Supabase projects โ databases, auth, storage, and edge functions
Code management, GitHub, databases, file systems, and dev tooling - the essential MCP servers for software development.
MCPpedia tracks 5,308 MCP servers for software development. 1,308 of them score at least 50 out of 100, and 753 clear 70 - about 14% of what has been published in this space. The remaining 4,000 are thinner: registry entries with no description, no published tool schema, or no commit in the last year. They are all still listed here, because knowing a server exists and is unmaintained is worth as much as knowing a good one exists.
Supabase MCP Server leads the list at 96/100. MCP GitLab (96) and XcodeBuildMCP (95) follow. Every score is the same five weighted inputs: security (CVE scanning, tool-poisoning detection, and whether the server authenticates at all), maintenance (commit recency, release cadence, and download trend), documentation, client compatibility, and token efficiency - how much of your context window the tool definitions consume before you have asked anything.
66 of these servers are published by the vendor behind the underlying API rather than by a third party, which is usually the difference between an integration that tracks upstream changes and one that quietly stops working. 15 currently carry an open CVE; those are flagged on the server's own page with the advisory and its severity.
Also see: Best Developer Tools servers, Data Engineering, Productivity, AI Agents
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Manage Supabase projects โ databases, auth, storage, and edge functions
MCP server for using the GitLab API
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MCP server for enterprise local codebase indexing, semantic search, and code dependency graphs.
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ClipmivoAI video generation tools: REST API, CLI, local MCP server and Agent Skill.
Read-only access to 71 Suede skills: discovery, install options, SEO audits, A-F grading.
Codebase knowledge graph for AI agents โ 162 languages, sub-ms queries, 99% fewer tokens.
MCP server for Geargrafx PC Engine / TurboGrafx-16 emulator
Inspect and drive Flutter debug apps/games: semantic snapshots, search, and custom client tools
Research graph MCP for hypotheses, goals, runs, source quality, audits, and generated maps.
The official MCP Server for the Mux API
XcodeBuildMCP provides tools for Xcode project management, simulator management, and app utilities.
An open-source AI agent that brings the power of Gemini directly into your terminal.
Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 ยตs overhead at 5k RPS.
Give your AI agents trusted access to the full Postman platform.
Generate and validate ISO 20022 payment files (pain.001 v03-v12, pain.008) from CSV, SQLite, JSON, or Parquet. XSD and SEPA scheme validation, pain.002 and camt.053 parsers and builders, plus a CLI, REST API, MCP server, and LSP server for editor diagnostics. ๐
A developer focused model context protocol (MCP) server for Umbraco CMS
AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.
MCP security scanner. CI-native testing, attack simulation, health scoring, and SARIF.