Flexible Key-Value Extracting MCP Server
Rank #106,448glama/KunihiroS/kv-extractor-mcp-server
Extracts structured key-value pairs from arbitrary, noisy, or unstructured text using LLMs and provides output in multiple formats (JSON, YAML, TOML) with type safety.
What you can do with Flexible Key-Value Extracting MCP Server
Flexible Key-Value Extracting MCP Server is a Model Context Protocol (MCP) server published by kunihiros. It ranks #106,448 of 168,415 active servers on MCP Toplist, and its repository has 1 GitHub stars. Flexible Key-Value Extracting MCP Server is listed across 3 registries — Glama, mcp.so and PulseMCP; no version information is available from the registries that list it or from its repository. It was first listed on May 6, 2025.
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.
What Flexible Key-Value Extracting MCP Server can and cannot do
Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.
What you need before using Flexible Key-Value Extracting MCP Server
The registry listing declares required configuration before first use — typically an API key, token or connection string set via environment variables.
Declared by Glama, last synced Nov 4, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect Flexible Key-Value Extracting MCP Server and confirm it works
Install configuration unavailable. No registry publishes a machine-readable install config for this server — follow the repository README.
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.
When to choose another server
- claude-code-mcp#13,905
- Google Patents MCP Server#23,250
- PatSnap MCP Server#43,879
- mem0 MCP Server for Project Management#45,684
- CoRT MCP Server#50,663
- Screenshot MCP Server#103,260
- Uniquity MCP Server#106,950
No task-specific alternatives are catalogued for Flexible Key-Value Extracting MCP Serveryet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- May 6, 2025
- Version history
- Unavailable — no registry exposes versions and no release tags were found
- Requirements evidence
- Declared by Glama, last synced Nov 4, 2026. Not independently verified by MCP Toplist.
- Profile checked
- Not yet — purpose, capabilities and requirements above come from registry data only
- Ranking data as of
- Nov 4, 2026
- Glama ↗listed since Apr 26, 2026 · still listed
- mcp.so ↗listed since Jun 4, 2026 · still listed
- PulseMCP ↗listed since Jun 4, 2026 · still listed
Do you maintain Flexible Key-Value Extracting MCP Server? to correct or enrich this profile.
Version information unavailable
The registries that list this server do not expose version metadata, and no release tags were found on the linked repository. MCP Toplist cannot say how, or whether, this server is versioned.
Ranks ahead of 61,967 of 168,415 servers on MCP Toplist.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/glama%2FKunihiroS%2Fkv-extractor-mcp-server)<a href="https://mcptoplist.com/server/glama%2FKunihiroS%2Fkv-extractor-mcp-server"><img src="https://mcptoplist.com/badge/glama%2FKunihiroS%2Fkv-extractor-mcp-server.svg" alt="MCP Toplist: #106,448 of 168,415" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains Flexible Key-Value Extracting MCP Server?
- Flexible Key-Value Extracting MCP Server is maintained by kunihiros, which publishes 8 MCP servers (1 total version) tracked on MCP Toplist.
- Is Flexible Key-Value Extracting MCP Server listed on the Official MCP Registry?
- Flexible Key-Value Extracting MCP Server is not on the Official MCP Registry. It is listed on Glama, mcp.so and PulseMCP.
- How many versions does Flexible Key-Value Extracting MCP Server have?
- Version information is unavailable for Flexible Key-Value Extracting MCP Server: no registry that lists it exposes version metadata, and no release tags were found on its repository.
- Where can I find the source code for Flexible Key-Value Extracting MCP Server?
- The source code for Flexible Key-Value Extracting MCP Server is hosted at github.com/kunihiros/kv-extractor-mcp-server.
Do you run this server?
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