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Explore real capabilities, then see what each connection can reach.

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DESCRIBE THE JOB702 SERVERS / PUBLISHED CAPABILITIES
THE DIRECTORY

Popular for a reason.

702 servers · ranked by real popularity signals

Stars, downloads & growth
POPULARITY RANK 523

RenderCheck

Checks a screenshot with local, offline OCR to confirm that expected text really shows on screen

LocalReads only
94GitHub stars
767/wknpm downloads
46popularity score
POPULARITY RANK 524

Page Agent MCP

Lets an assistant hand browser tasks in plain language to Page Agent running in your own Chrome.

LocalCan change things
30kGitHub stars
178/wknpm downloads
46popularity score
POPULARITY RANK 525

mcp-stata

Runs Stata code, reads datasets, stored results and graphs in a local Stata install over MCP

LocalCan change things
92GitHub stars
2.4k/moPyPI downloads
46popularity score
POPULARITY RANK 526

PDFMathTranslate (pdf2zh)

Lets an assistant translate a local PDF or Word document while keeping its layout, formulas and figures.

LocalCan change things
38kGitHub stars
8.0k/moPyPI downloads
46popularity score
POPULARITY RANK 527

streamlinear

A compact Linear MCP server that packs issue search, edits, comments and raw GraphQL into one tool

LocalCan change things
90GitHub stars
594/wknpm downloads
46popularity score
POPULARITY RANK 528

FalkorDB MCP Server

OFFICIAL SERVER

Run OpenCypher queries, inspect schemas and manage graphs in a FalkorDB database

LocalCan change things
42GitHub stars
176/wknpm downloads
46popularity score
POPULARITY RANK 529

maven-mcp

Maven and Gradle dependency lookups, upgrade checks, CVE scans and end-of-life status for JVM projects

LocalReads only
37GitHub stars
5.3k/moPyPI downloads
46popularity score
POPULARITY RANK 530

mcpgrade

Grades other MCP servers' tool catalogs for how well an AI agent can use them

LocalCan change things
20GitHub stars
5.0k/wknpm downloads
45popularity score
POPULARITY RANK 531

L Harness MCP Server

Run a self-hosted L Harness LINE Official Account CRM from an MCP client: friends, tags, scenarios, broadcasts

LocalCan change things
614GitHub stars
295/wknpm downloads
45popularity 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 16,610 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.