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.

30 servers match your filters

Stars, downloads & growth
POPULARITY RANK 114

PraisonAI MCP

OFFICIAL SERVER

Exposes the PraisonAI agent framework's agents, memory, knowledge and model tools over MCP

LocalCan change things
9.3kGitHub stars
3.1k/moPyPI downloads
79popularity score
POPULARITY RANK 119

AgentDB

OFFICIAL SERVER

Gives an agent self-learning vector memory: store and search patterns, episodes, skills and causal links.

LocalCan change things
97GitHub stars
169k/wknpm downloads
79popularity score
POPULARITY RANK 158

Bike4Mind

OFFICIAL SERVER

Exposes a Bike4Mind account's notebooks, files, chat and audio generation to MCP clients

LocalCan change things
94GitHub stars
67k/wknpm downloads
75popularity score
POPULARITY RANK 159

Commonly MCP Server

OFFICIAL SERVER

Connects a coding agent to a Commonly pod to chat, take on tasks and keep memory there

LocalCan change things
1.4kGitHub stars
4.9k/wknpm downloads
75popularity score
POPULARITY RANK 163

SiYuan MCP Server

OFFICIAL SERVER

MCP endpoint built into the SiYuan note app for searching, reading and editing a workspace's notes

LocalCan change things
47kGitHub stars
74popularity score
POPULARITY RANK 172

Ref MCP

OFFICIAL SERVER

Documentation search and page reading for coding agents, backed by the Ref service

RemoteLocalReads only
1.2kGitHub stars
1.1k/wknpm downloads
73popularity score
POPULARITY RANK 173

Busabase

OFFICIAL SERVER

Self-hosted shared workspace of tables, docs and skills that agents read and change through reviewed proposals

LocalCan change things
734GitHub stars
393/wknpm downloads
73popularity score
POPULARITY RANK 177

Memtrace

OFFICIAL SERVER

Local code graph with symbol history that coding agents query for search, impact and change tracking

LocalCan change things
511GitHub stars
1.6k/wknpm downloads
73popularity score
POPULARITY RANK 188

Agent Swarm

OFFICIAL SERVER

Self-hosted multi-agent orchestration API whose MCP endpoint hands tasks, memory and schedules to agents

LocalCan change things
1.0kGitHub stars
3.2k/wknpm downloads
72popularity 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.