MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 4 hours, 2 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 39551 |
Gaudio Lab Audio AI — Stem Separation, DME Separation, AI Text Sync
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| 39552 |
karst
Claim
Code context for AI dev tools: pack-scoped, cited code retrieval over MCP.
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| 39553 |
Enables querying and managing Azure Log Analytics workspaces using KQL (Kusto Q…
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| 39554 |
An advanced MCP server powered by PHREEQC for industrial wastewater treatment m…
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| 39555 |
wrapmcp
Claim
Universal MCP server that wraps any CLI tool, enabling AI assistants to run com…
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| 39556 |
The Investor Hat Shop
Claim
After decades of AI research — transformers, GPT-4, AGI debates — we have arriv…
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| 39557 |
Telegram Agent for Codex
Claim
Privacy-first Telegram MCP server enabling maintainers to triage chats, inspect…
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| 39558 |
Shared Timer MCP
Claim
This MCP server enables Claude to create and control shared timers, polls, and …
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| 39559 |
recollect
Claim
Local, cross-agent memory for AI coding agents using a single SQLite file, enab…
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| 39560 |
alkemi-mcp
Claim
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| 39561 |
AlphaFold Sovereign MCP
Claim
Integrates AlphaFold DB and eight other biomedical data sources into MCP tools …
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| 39562 |
ShowMeOnMap
Claim
Ask in plain English, get a rendered, shareable map from live public data. 24 g…
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| 39563 |
The Company Atlas
Claim
Global customs trade data and company registry. Search shipments, and look up l…
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| 39564 |
ZIM MCP Server
Claim
Enables large language models to directly access and search content in ZIM file…
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| 39565 |
RagDocs MCP Server
Claim
Provides RAG capabilities for semantic document search using Qdrant vector data…
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| 39566 |
Aviationstack
Claim
Aviationstack MCP — global flight + airport + airline data
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| 39567 |
harness_to_mcp
Claim
Exposes internal tools from agent harnesses (Claude Code, Codex, etc.) as a sta…
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| 39568 |
travel-insurance
Claim
Compare travel insurance quotes from 15+ insurers — Schengen, WHV, students, lo…
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| 39569 |
Dog API MCP Server
Claim
Enables interaction with the Dog API through natural language, supporting opera…
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| 39570 |
Stellaroid Earn
Claim
Read-only MCP server: verify credentials and browse escrows on the Stellar test…
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| 39571 |
mcp
Claim
See how ChatGPT, Claude, Perplexity, and Gemini cite brands, prompts, and sourc…
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| 39572 |
EditX
Claim
An MCP server for taking screenshots and editing images with annotations, shape…
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| 39573 |
retavyn
Claim
Retavyn provides persistent memory for Claude, automatically storing and inject…
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| 39574 |
aiwaiverdesk-mcp
Claim
Remote MCP for AI waiver checks, exception approvals, expiry review, and audit …
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| 39575 |
SoundCloud MCP
Claim
Enables uploading and managing SoundCloud tracks via the official API, with sup…
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| 39576 |
Võro MCP Server
Claim
An MCP server for working with the Võro language: local dictionary and corpus l…
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| 39577 |
Plaud Notes MCP Server
Claim
Connects your Plaud voice recorder to Claude, giving access to recordings, tran…
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| 39578 |
Mind Cloud
Claim
Persistent memory infrastructure for AI systems, running on Cloudflare's edge n…
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| 39579 |
einvoice-mcp
Claim
MCP server for German e-invoice compliance (XRechnung 3.0 & ZUGFeRD 2.x) enabli…
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| 39580 |
Epistemic foraging for AI agents: source discovery, verified evidence, uncertai…
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| 39581 |
cric-mcp
Claim
Enterprise-grade MCP server providing daily cricket updates via FastAPI and SSE…
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| 39582 |
polymarket-mcp
Claim
MCP server for Polymarket prediction markets enabling query of markets, events,…
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| 39583 |
oeo
Claim
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| 39584 |
Swift MCP Server
Claim
An MCP server that provides Swift and SwiftUI best practices, acting as a senio…
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| 39585 |
pptmasterdeck-mcp
Claim
A paid remote MCP for ppt-master, built to return verdicts, receipts, usage log…
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| 39586 |
Wiremi Marketing MCP
Claim
Read-only ROSCA and savings-circle answers and calculators, from Wiremi's publi…
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| 39587 |
Unified MCP server for Argentine legal sources, enabling access to 11 databases…
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| 39588 |
Color palette generation API for AI agents. Generate harmonious palettes from a…
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| 39589 |
Ghidra MCP Bridge
Claim
A PyGhidra-based MCP server that exposes Ghidra's reverse engineering capabilit…
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| 39590 |
Image Gen MCP Server
Claim
A multi-provider MCP server that enables AI agents to generate and edit images …
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| 39591 |
Downtester Status
Claim
Live service status, active incidents, search, and outage history from Downtest…
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| 39592 |
Verificarlo MCP Server
Claim
Exposes Verificarlo floating-point debugging capabilities to AI agents, enablin…
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| 39593 |
Edge TTS MCP
Claim
An MCP server that converts text into lifelike speech using Microsoft Edge's Te…
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| 39594 |
agenticscope
Claim
A read-only MCP server that provides AI agents with live, structured workspace …
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| 39595 |
adb_mcp_server
Claim
Enables remote control of Android devices via ADB, including screen operations,…
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| 39596 |
tibiawiki_en_mcp
Claim
A server that downloads, parses, and indexes TibiaWiki content, providing 19 MC…
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| 39597 |
decapodkernel-mcp
Claim
A paid remote MCP for Decapod, built to return verdicts, receipts, usage logs, …
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| 39598 |
LemGen AI Design MCP
Claim
Open-source MCP server for AI image and video creation, enabling prompt library…
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| 39599 |
Kleap
Claim
Enables AI agents to build, edit, and publish live websites with hosting, datab…
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| 39600 |
GSC MCP Server
Claim
A Model Context Protocol server that provides read-only access to Google Search…
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