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

Servers for your task.

13 servers match your task · task relevance first

Stars, downloads & growth

LOOKING FOR / Automate a browser

MATCH 01

pm-claude-skills

Serves a bundled library of about 1,300 markdown work skills and workflow recipes to MCP clients

WHY THIS MATCH

Description: Serves a bundled library of about 1,300 markdown work skills and workflow recipes to MCP clients

RemoteLocalReads only
1.5kGitHub stars
2.1k/wknpm downloads
75popularity score
MATCH 02

MegaMemory

Per-project knowledge graph a coding agent writes to and searches so it keeps context between sessions

WHY THIS MATCH

About: …megamemory install writes the server entry and workflow instructions into opencode, Claude Code, Antigravity or Codex config; megamemory serve opens a graph viewer in the…

LocalCan change things
734GitHub stars
173/wknpm downloads
59popularity score
MATCH 03

Neo Agent Brain (Neo.mjs Agent OS MCP servers)

Five Neo.mjs Agent OS MCP servers: shared agent memory, repo knowledge, GitHub work, live app control

WHY THIS MATCH

Tool checkout_pull_request: GitHub Workflow: check out a pull request locally

LocalCan change things
12GitHub stars
60/wknpm downloads
28popularity score
MATCH 04

PraisonAI MCP

OFFICIAL SERVER

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

WHY THIS MATCH

About: …rerank, RAG, web search, guardrails), workflow runs and everything in the extended set (video, provider files, batches, vector stores, assistants, fine-tuning, OCR,…

LocalCan change things
9.3kGitHub stars
3.1k/moPyPI downloads
79popularity score
MATCH 05

Knip MCP Server

OFFICIAL SERVER

Lets a coding agent run Knip, read its docs and set up knip.json for a JavaScript or TypeScript project

WHY THIS MATCH

About: …It also has a knip-configure prompt, a guided workflow for setting up Knip, and serves every page of the Knip documentation as MCP resources under knip://docs/{topic}.

LocalReads only
13kGitHub stars
11k/wknpm downloads
83popularity score
MATCH 06

Screenpipe MCP Server

OFFICIAL SERVER

Lets an assistant search your recorded screen, audio transcripts and computer activity captured by screenpipe.

WHY THIS MATCH

Tool list-pipes: List pipes (scheduled automations) with state and schedule.

LocalCan change things
22kGitHub stars
8.5k/wknpm downloads
81popularity score
MATCH 07

Claude-Mem

Persistent memory plugin for Claude Code and other coding agents, with MCP tools to search past sessions

WHY THIS MATCH

Tool important_workflow: Returns a reminder of the three-step search workflow; kept visible for the assistant rather than for real use.

LocalCan change things
114kGitHub stars
36k/wknpm downloads
107popularity score
MATCH 08

DevOps AI Toolkit (dot-ai)

Self-hosted Kubernetes engine for querying, deploying, operating and troubleshooting clusters through MCP

WHY THIS MATCH

About: …files such as LICENSE, CONTRIBUTING and workflows.

Can change things
340GitHub stars
306/wknpm downloads
50popularity score
MATCH 09

llmwiki

Builds a cited, interlinked wiki from your documents and serves evidence from it over local MCP

WHY THIS MATCH

About: …from the assistant are fenced: OKF imports and workflow actions only stage changes, and a human approves them later with llmwiki review on the command line.

LocalCan change things
2.2kGitHub stars
4.2k/wknpm downloads
79popularity 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.