THE MCP FIELD GUIDE / SEARCH

What do you
want to do?

Describe the job. Find the server that can do it.
Explore real capabilities, then see what each connection can reach.

ONE PROTOCOL. NEW POSSIBILITIES.
[ ]BROWSER
⌘DEVELOPER TOOLS
≡KNOWLEDGE
mcpTHE CONNECTION LAYER
OPEN CONNECTIONS
∞ POSSIBILITIES
DESCRIBE THE JOB702 SERVERS / PUBLISHED CAPABILITIES
THE DIRECTORY

Your next connection.

286 servers match your filters

Stars, downloads & growth
POPULARITY RANK 56

Ruflo

Agent swarms with shared vector memory and task routing for Claude Code and other MCP clients

LocalCan change things
81kGitHub stars
87k/wknpm downloads
89popularity score
POPULARITY RANK 60

Foldkit DevTools MCP

OFFICIAL SERVER

Inspect, replay and drive a running Foldkit app's Model and Message history from an AI agent

LocalCan change things
1.2kGitHub stars
23k/wknpm downloads
88popularity score
POPULARITY RANK 62

Engram

Gives coding agents a persistent, searchable project memory stored locally in SQLite

LocalCan change things
7.8kGitHub stars
5.7k/wknpm downloads
87popularity score
POPULARITY RANK 65

Repowise

Query an index of a repository's dependency graph, git history, docs and code health from a coding agent

LocalCan change things
8.1kGitHub stars
17k/moPyPI downloads
86popularity score
POPULARITY RANK 66

Terraform MCP Server

OFFICIAL SERVER

Terraform Registry lookups and workspace, run and variable tools for HCP Terraform and Terraform Enterprise

RemoteLocalCan change things
1.6kGitHub stars
1.7MDocker pulls
86popularity score
POPULARITY RANK 68

GitNexus

Code knowledge graph for coding agents: symbol context, change impact, call paths and renames.

LocalCan change things
48kGitHub stars
53k/wknpm downloads
86popularity score
POPULARITY RANK 72

Figma Console MCP

Read and edit Figma designs, variables and components, and sync design tokens with code

RemoteLocalCan change things
3.2kGitHub stars
14k/wknpm downloads
85popularity score
POPULARITY RANK 73

SnowLuma MCP

Browse SnowLuma's OneBot v11 action reference for QQ bots, and optionally call those actions

LocalCan change things
3.8kGitHub stars
51k/wknpm downloads
85popularity score
POPULARITY RANK 80

Semiotic MCP Server

OFFICIAL SERVER

Pick, validate, repair and render Semiotic React charts, and audit them for accessibility

RemoteLocalReads only
2.7kGitHub stars
9.6k/wknpm downloads
84popularity score
KNOW BEFORE YOU CONNECT

Capabilities.
With context.

A useful server page goes beyond a name and a score. Understand the tools, choose your client, and see what the connection can access.

Explore the server field guide
01 What it does02 How to install03 What it can reach
FOR THE BUILDERS

Your server belongs here.

Submit a public MCP server for review. Free submissions are open.

Submit your server

More ways to explore

CAPABILITIES, WITH EVIDENCE

Start with the task.
Follow the evidence.

Search covers 702 current records and 16,595 published tools. It reads your words and their meaning, and compares both with every server's name, description and individual tools. A misspelt name is read as the nearest one we list, and a package or repository name finds its server directly.

Each result shows the published passage that matched, with your words marked. “Close in meaning” marks a passage that says the same thing in other words. A match is a reason to look at a server, not a guarantee that it will complete your task.

Words such as “official”, “hosted”, “runs locally”, “in Python” or “read only” in your task are applied as filters and said back above the results. “Reads only” uses the record’s explicit access summary. It is not a security certification. Review the full server page and its dated sources before connecting.

Press / to search, Enter to see results, ↓ to focus the first result, or Escape to clear the query. Use Tab or the result arrow keys to navigate.