SERVER

Feedback Synthesis MCP

Rank #50,244

io.github.sapph1re/feedback-synthesis-mcp

Synthesize GitHub Issues, HN and App Store reviews into ranked pain clusters. Pay-per-call x402.

3 versions

by sapph1re (3 servers)View repository ↗

First listed

Apr 3, 2026

Last publish date

Aug 19, 2026

PURPOSE

What you can do with Feedback Synthesis MCP

Feedback Synthesis MCP is a Model Context Protocol (MCP) server published by sapph1re. It ranks #50,244 of 144,396 active servers on MCP Toplist. Feedback Synthesis MCP is listed across 3 registries — Official MCP, PulseMCP and Glama, with 3 tracked versions. It was first listed on Apr 3, 2026 and most recently updated on Aug 19, 2026.

Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.

CAPABILITIES AND LIMITATIONS

What Feedback Synthesis MCP can and cannot do

MCP Toplist connected to the public endpoint on Oct 5, 2026 and it listed 4 tools. Tool names are not stored, so what they do is not catalogued here.

Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.

REQUIREMENTS

What you need before using Feedback Synthesis MCP

VerifiedNo credentialsNo credentials declared

The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.

Verified by MCP Toplist on Oct 5, 2026: the public endpoint completed the MCP handshake and listed 4 tools without credentials.

Declared by PulseMCP, last synced Aug 31, 2026. Not independently verified by MCP Toplist.

Declared in the registry install config

EVM_PRIVATE_KEY · optional

Hosted endpoint declared as public.

INSTALLATION AND FIRST TASK

Connect Feedback Synthesis MCP and confirm it works

Remote · HTTP

claude mcp add --transport http feedback-synthesis-mcp https://feedback-synthesis-mcp-production.up.railway.app/mcp

Python package (PyPI)

claude mcp add feedback-synthesis-mcp -e "EVM_PRIVATE_KEY=<your EVM_PRIVATE_KEY>" -- uvx feedback-synthesis-mcp

Replace each placeholder with your own value before saving.

Remote · HTTP

[mcp_servers.feedback-synthesis-mcp]
url = "https://feedback-synthesis-mcp-production.up.railway.app/mcp"

Add to ~/.codex/config.toml.

Python package (PyPI)

[mcp_servers.feedback-synthesis-mcp]
command = "uvx"
args = ["feedback-synthesis-mcp"]

[mcp_servers.feedback-synthesis-mcp.env]
EVM_PRIVATE_KEY = "<your EVM_PRIVATE_KEY>"

Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.

Remote · HTTP

https://feedback-synthesis-mcp-production.up.railway.app/mcp

Settings → Connectors → “Add custom connector”, then paste this URL.

Python package (PyPI)

{
  "mcpServers": {
    "feedback-synthesis-mcp": {
      "command": "uvx",
      "args": [
        "feedback-synthesis-mcp"
      ],
      "env": {
        "EVM_PRIVATE_KEY": "<your EVM_PRIVATE_KEY>"
      }
    }
  }
}

Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.

Remote · HTTP

{
  "mcpServers": {
    "feedback-synthesis-mcp": {
      "url": "https://feedback-synthesis-mcp-production.up.railway.app/mcp"
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project).

Python package (PyPI)

{
  "mcpServers": {
    "feedback-synthesis-mcp": {
      "command": "uvx",
      "args": [
        "feedback-synthesis-mcp"
      ],
      "env": {
        "EVM_PRIVATE_KEY": "<your EVM_PRIVATE_KEY>"
      }
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.

Remote · HTTP

{
  "servers": {
    "feedback-synthesis-mcp": {
      "type": "http",
      "url": "https://feedback-synthesis-mcp-production.up.railway.app/mcp"
    }
  }
}

Save as .vscode/mcp.json in your workspace.

Python package (PyPI)

{
  "servers": {
    "feedback-synthesis-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "feedback-synthesis-mcp"
      ],
      "env": {
        "EVM_PRIVATE_KEY": "<your EVM_PRIVATE_KEY>"
      }
    }
  }
}

Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.

Remote · HTTP

{
  "mcpServers": {
    "feedback-synthesis-mcp": {
      "serverUrl": "https://feedback-synthesis-mcp-production.up.railway.app/mcp"
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json.

Python package (PyPI)

{
  "mcpServers": {
    "feedback-synthesis-mcp": {
      "command": "uvx",
      "args": [
        "feedback-synthesis-mcp"
      ],
      "env": {
        "EVM_PRIVATE_KEY": "<your EVM_PRIVATE_KEY>"
      }
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.

Remote · HTTP

{
  "mcpServers": {
    "feedback-synthesis-mcp": {
      "url": "https://feedback-synthesis-mcp-production.up.railway.app/mcp"
    }
  }
}

Python package (PyPI)

{
  "mcpServers": {
    "feedback-synthesis-mcp": {
      "command": "uvx",
      "args": [
        "feedback-synthesis-mcp"
      ],
      "env": {
        "EVM_PRIVATE_KEY": "<your EVM_PRIVATE_KEY>"
      }
    }
  }
}

Replace each placeholder with your own value before saving.

First successful task

After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.

ALTERNATIVES

When to choose another server

Other servers by sapph1re

View all sapph1re servers →

No task-specific alternatives are catalogued for Feedback Synthesis MCPyet; the list above is its publisher's other servers.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed: Apr 3, 2026
Latest version published: Aug 19, 2026
Version history: 3 versions tracked (below)
Requirements evidence: Verified by MCP Toplist on Oct 5, 2026: the public endpoint completed the MCP handshake and listed 4 tools without credentials.
Profile checked: Not yet — purpose, capabilities and requirements above come from registry data only
Ranking data as of: Oct 16, 2026

Registry sightings

Official MCP ↗listed since Apr 25, 2026 · still listed
PulseMCP ↗listed since Jun 4, 2026 · still listed
Glama ↗listed since Jun 4, 2026 · still listed

Do you maintain Feedback Synthesis MCP? to correct or enrich this profile.

VERSIONS

Available versions (3)

Version	Published
0.1.2	Aug 19, 2026
0.1.1	Apr 11, 2026
0.1.0	Apr 3, 2026

STANDING

#50,244of 144,396 active serversTop 50%

Ranks ahead of 94,152 of 144,396 servers on MCP Toplist.

BADGE

Show your rank

Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

Markdown

[![MCP Toplist](https://mcptoplist.com/badge/io.github.sapph1re%2Ffeedback-synthesis-mcp.svg)](https://mcptoplist.com/server/io.github.sapph1re%2Ffeedback-synthesis-mcp)

HTML

<a href="https://mcptoplist.com/server/io.github.sapph1re%2Ffeedback-synthesis-mcp"><img src="https://mcptoplist.com/badge/io.github.sapph1re%2Ffeedback-synthesis-mcp.svg" alt="MCP Toplist: Top 50% of 144,396" /></a>

Variants: append ?metric=score or ?metric=stars to the image URL.

FAQ

Frequently asked questions

Who maintains Feedback Synthesis MCP?: Feedback Synthesis MCP is maintained by sapph1re, which publishes 3 MCP servers (8 total versions) tracked on MCP Toplist.
Is Feedback Synthesis MCP listed on the Official MCP Registry?: Yes — Feedback Synthesis MCP is listed on the Official MCP Registry, alongside PulseMCP and Glama.
How many versions does Feedback Synthesis MCP have?: MCP Toplist tracks 3 versions of Feedback Synthesis MCP, most recently published on Aug 19, 2026.
Where can I find the source code for Feedback Synthesis MCP?: The source code for Feedback Synthesis MCP is hosted at github.com/sapph1re/feedback-synthesis-mcp.

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