MCP Servers 2,983

Brandsystem MCP — Brand Guidelines for AI

io.github.Brandcode-Studio/brandsystem-mcp

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Use existing brand guidelines with AI.

Federal Compass MCP

io.github.skivuha/federal-compass-mcp

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AI compass from private sector to federal career — USAJobs search, salary, KSA

Nexusmem

io.github.yaminbkk/nexusmem

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Local-first memory for AI coding agents: shell history with exit codes, git diffs, docs, MCP.

Oss Autopilot

io.github.costajohnt/oss-autopilot

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Open source contribution manager with PR tracking, issue discovery, and CI diagnosis

Koma Gate MCP

io.github.swnotmetal/koma-gate-mcp

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Classifies prompt injection, jailbreaks, and out-of-scope user input before agents act on it.

Fixmap

io.github.aryamthecodebreaker/fixmap

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Deterministic local-first context and impact maps for coding agents from tasks, issues, and diffs.

Yandex Metrica

io.github.BoxLab-Ltd/yandex-metrica-mcp

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Query Yandex Metrica analytics — reports, trends, metadata and raw log exports — via an AI agent.

Your AI discovers and installs MCP servers across Official Registry, Glama, and Smithery.

PostgreSQL MCP Server

io.github.neverinfamous/postgres-mcp

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PostgreSQL MCP server with 203 tools, connection pooling, HTTP/SSE, OAuth 2.1, and tool filtering

SumUp MCP Server

io.github.sumup/mcp

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Tools to explore SumUp accounts, payments, customers, and payouts.

ZuckerBot — Meta Ads MCP Server

io.github.Crumbedsausage/zuckerbot

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60+ Meta Ads tools for AI agents: audits, campaign management, audiences and CAPI tracking.

Openalex Server

io.github.cyanheads/openalex-mcp-server

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Access the OpenAlex academic research catalog — 270M+ publications.

Server

io.github.spanlens/mcp-server

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Query Spanlens LLM observability from Cursor, Claude Desktop, or Continue via MCP.

Act on Avalanche from your agent: scaffold a dapp, deploy a contract, mint, and read chain state.

Deterministic, offline, read-only ADR decision memory for coding agents.

Luxalgo Server

io.github.LuxAlgo/luxalgo-mcp-server

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LuxAlgo Library — the encyclopedia of trading & technical analysis for AI agents.

Koma Core MCP

io.github.swnotmetal/koma-core-mcp

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Protected RAG storage — agents discover public metadata, content only by access token.

Memex

io.github.STiFLeR7/memex

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Temporal engineering context for agents via MCP.

XMemo

io.github.yonro/xmemo

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Shared, governed long-term memory for AI agents across tools and sessions via MCP and REST.

Sharedoc

io.github.AugustusW/sharedoc-mcp

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Share agent-generated Markdown as links — GitHub gists today, your own server tomorrow.

BioMCP-TSNew

io.github.yeyuan98/biomcp-ts

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Biomedical MCP server: genes, variants, trials, literature, patents, optional SQL/R/biowasm tools.

Irs Taxpayer

io.github.dma9527/irs-taxpayer

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44 local US tax estimation and planning tools for supported TY2024 through TY2026 scenarios.

Agentic Task System (ATS)

io.github.renezander030/agentic-task-system

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MCP server giving AI agents persistent task memory across TickTick, Notion, GitHub, Linear & Beads

Octofs

io.github.Muvon/octofs

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Standalone MCP filesystem tools server — view, edit, shell, workdir.