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.

23 servers match your task · task relevance first

Stars, downloads & growth

LOOKING FOR / Work with GitHub issues

MATCH 10

Storybloq

Ticket, handover and lesson records kept in a repo's .story/ folder for Claude Code and Codex

WHY THIS MATCH

About: The GitHub README now also describes a guided setup run by the CLI (setup-apply, setup-report, setup-verify) and priority and waiting-on fields for tickets and issues.…

LocalCan change things
788GitHub stars
67/wknpm downloads
56popularity score
MATCH 11

Semiotic MCP Server

OFFICIAL SERVER

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

WHY THIS MATCH

Tool reportIssue: Builds a pre-filled GitHub issue link for a bug or feature request; it does not file it

RemoteLocalReads only
2.7kGitHub stars
9.6k/wknpm downloads
84popularity score
MATCH 12

projectmem

Local per-repo memory for coding agents that flags files where earlier fixes failed

WHY THIS MATCH

Tool log_issue: Records a new bug or problem in the project's log

LocalCan change things
877GitHub stars
1.3k/moPyPI downloads
62popularity score
MATCH 13

Microsoft 365 Agents Toolkit MCP Server

OFFICIAL SERVER

Manifest schemas and docs pointers for building Microsoft 365 Copilot agents and Teams apps

WHY THIS MATCH

Tool troubleshoot: Returns fixed guidance listing Microsoft repositories to search for issues with the GitHub MCP server.

LocalReads only
786GitHub stars
424/wknpm downloads
54popularity score
MATCH 14

@rustrak/mcp

OFFICIAL SERVER

Manage a self-hosted Rustrak error tracker: issues, events, traces, alerts, tokens and team

WHY THIS MATCH

About: …assistant can browse projects, list and triage issues (resolve, re-open, mute, assign, change status or priority, comment, delete singly or in bulk), read raw events with…

LocalCan change things
846GitHub stars
61/wknpm downloads
0popularity score
MATCH 15

Currents MCP Server

OFFICIAL SERVER

Reads and manages CI test results recorded in the Currents dashboard from a coding agent

WHY THIS MATCH

About: …tag tests), manage webhooks, open or link Jira issues through the organization's Jira integration, record a browser session the agent drove, and attach logs to a session…

Tool currents-cancel-run-github-ci: Cancel the run tied to a GitHub Actions workflow run and attempt

RemoteLocalCan change things
21GitHub stars
96k/wknpm downloads
64popularity score
MATCH 16

Firecrawl MCP Server

OFFICIAL SERVER

Web search, scraping, crawling and research-paper search through Firecrawl, hosted or run with npx.

WHY THIS MATCH

Tool firecrawl_developer_search: Search GitHub issues, merged pull requests, READMEs and code docs for programming questions.

RemoteLocalCan change things
7.8kGitHub stars
173k/wknpm downloads
107popularity score
MATCH 17

SonarQube MCP Server

OFFICIAL SERVER

SonarQube Cloud or Server findings, quality gates and code analysis inside your coding assistant

WHY THIS MATCH

Tool search_sonar_issues_in_projects: Search issues across projects with filters

LocalCan change things
680GitHub stars
712kDocker pulls
80popularity score
MATCH 18

Ruflo

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

WHY THIS MATCH

Tool claims_board: Show the board of claimed and open issues.

Tool github_repo_analyze: Summarise a repository's activity.

LocalCan change things
81kGitHub stars
87k/wknpm downloads
89popularity 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.