THE MCP FIELD GUIDE / SEARCH

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

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DESCRIBE THE JOB702 SERVERS / PUBLISHED CAPABILITIES
THE DIRECTORY

Servers for your task.

5 servers match your task · task relevance first

Stars, downloads & growth

LOOKING FOR / Turn audio into text

MATCH 01

Entroly

Local context selection, compression receipts and work handoffs for coding agents

WHY THIS MATCH

Tool ingest_voice: Turns a meeting transcript into a stored fragment of decisions and actions

LocalCan change things
483GitHub stars
425/wknpm downloads
42popularity score
MATCH 02

FrameJam

Frame-accurate video and storyboard review for coding agents, plus style and playbook presets

WHY THIS MATCH

About: For videos with speech the agent can now pass `transcriptPath` (an .srt, .vtt or word-timings JSON) to either tool. The words then sit under the timeline and you can…

LocalCan change things
69GitHub stars
321/wknpm downloads
50popularity score
MATCH 03

sosumi.ai

Apple Developer documentation, HIG pages and WWDC transcripts served to MCP clients as Markdown

WHY THIS MATCH

Tool fetchAppleVideoTranscript: Returns the transcript of a WWDC or other Apple developer video as Markdown

RemoteLocalReads only
483GitHub stars
902/wknpm downloads
59popularity score
MATCH 04

deja-vu

Searchable local memory built from the session transcripts your coding agents already saved

WHY THIS MATCH

Description: Searchable local memory built from the session transcripts your coding agents already saved

LocalCan change things
1.4kGitHub stars
3.1k/wknpm downloads
76popularity score
MATCH 05

Apple Docs MCP

Looks up Apple developer documentation, sample code and WWDC session transcripts from a chat client

WHY THIS MATCH

Tool search_wwdc_content: Full-text search across bundled WWDC transcripts and code

LocalReads only
1.4kGitHub stars
981/wknpm downloads
63popularity 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

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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.

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