MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31851
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39551
mcp-developers Claim 1
Gaudio Lab Audio AI — Stem Separation, DME Separation, AI Text Sync
N/A N/A 69
39552
Moin105
karst Claim
Code context for AI dev tools: pack-scoped, cited code retrieval over MCP.
N/A N/A
39553
rasta26
Enables querying and managing Azure Log Analytics workspaces using KQL (Kusto Q…
81
39554
puran-water
An advanced MCP server powered by PHREEQC for industrial wastewater treatment m…
N/A N/A
39555
SubZtep
wrapmcp Claim
Universal MCP server that wraps any CLI tool, enabling AI assistants to run com…
N/A N/A
39556
masonicgit
After decades of AI research — transformers, GPT-4, AGI debates — we have arriv…
81
39557
Frejihyesos
Privacy-first Telegram MCP server enabling maintainers to triage chats, inspect…
N/A N/A
39558
sihyoung0624
This MCP server enables Claude to create and control shared timers, polls, and …
39559
danbaileyza
recollect Claim
Local, cross-agent memory for AI coding agents using a single SQLite file, enab…
39560
matt.ferrante
alkemi-mcp Claim
N/A N/A 95
39561
smaniches
Integrates AlphaFold DB and eight other biomedical data sources into MCP tools …
39562
FrankAIUser
ShowMeOnMap Claim
Ask in plain English, get a rendered, shareable map from live public data. 24 g…
39563
IndoTender
Global customs trade data and company registry. Search shipments, and look up l…
39564
ThinkInAI-Hackathon
Enables large language models to directly access and search content in ZIM file…
N/A N/A
39565
heltonteixeira
Provides RAG capabilities for semantic document search using Qdrant vector data…
81
39566
pipeworx-io
Aviationstack MCP — global flight + airport + airline data
39567
on-panda
Exposes internal tools from agent harnesses (Claude Code, Codex, etc.) as a sta…
N/A N/A
39568
HelloSafe
Compare travel insurance quotes from 15+ insurers — Schengen, WHV, students, lo…
39569
JithunMethusahan
Enables interaction with the Dog API through natural language, supporting opera…
39570
Iron-Mark
Read-only MCP server: verify credentials and browse escrows on the Stellar test…
39571
Parsegl
mcp Claim
See how ChatGPT, Claude, Perplexity, and Gemini cite brands, prompts, and sourc…
39572
Retgex
EditX Claim
An MCP server for taking screenshots and editing images with annotations, shape…
N/A N/A
39573
mbucknam
retavyn Claim
Retavyn provides persistent memory for Claude, automatically storing and inject…
N/A N/A
39574
clauxel
Remote MCP for AI waiver checks, exception approvals, expiry review, and audit …
39575
David-J-Shibley
Enables uploading and managing SoundCloud tracks via the official API, with sup…
39576
Leo-Martin-Pala
An MCP server for working with the Võro language: local dictionary and corpus l…
39577
jameshenning
Connects your Plaud voice recorder to Claude, giving access to recordings, tran…
39578
codependentai
Mind Cloud Claim
Persistent memory infrastructure for AI systems, running on Cloudflare's edge n…
39579
Mavengence
einvoice-mcp Claim
MCP server for German e-invoice compliance (XRechnung 3.0 & ZUGFeRD 2.x) enabli…
39580
foragekit Claim 1
Epistemic foraging for AI agents: source discovery, verified evidence, uncertai…
N/A N/A 81
39581
thisismugil
cric-mcp Claim
Enterprise-grade MCP server providing daily cricket updates via FastAPI and SSE…
39582
amerilain
MCP server for Polymarket prediction markets enabling query of markets, events,…
39583
matt07anderson
oeo Claim
N/A N/A 95
39584
onmyway133
An MCP server that provides Swift and SwiftUI best practices, acting as a senio…
N/A N/A
39585
clauxel
A paid remote MCP for ppt-master, built to return verdicts, receipts, usage log…
39586
wiremeM
Read-only ROSCA and savings-circle answers and calculators, from Wiremi's publi…
39587
Probanza-ar
Unified MCP server for Argentine legal sources, enabling access to 11 databases…
N/A N/A
39588
axel-belfort
Color palette generation API for AI agents. Generate harmonious palettes from a…
81
39589
Hao17
A PyGhidra-based MCP server that exposes Ghidra's reverse engineering capabilit…
N/A N/A
39590
simonChoi034
A multi-provider MCP server that enables AI agents to generate and edit images …
39591
PowePow
Live service status, active incidents, search, and outage history from Downtest…
39592
Kenzo2345
Exposes Verificarlo floating-point debugging capabilities to AI agents, enablin…
N/A N/A
39593
Hwenyi
Edge TTS MCP Claim
An MCP server that converts text into lifelike speech using Microsoft Edge's Te…
39594
jessn-dev
agenticscope Claim
A read-only MCP server that provides AI agents with live, structured workspace …
N/A N/A
39595
wolfcoming
Enables remote control of Android devices via ADB, including screen operations,…
N/A N/A
39596
Patryz
A server that downloads, parses, and indexes TibiaWiki content, providing 19 MC…
N/A N/A
39597
clauxel
A paid remote MCP for Decapod, built to return verdicts, receipts, usage logs, …
39598
gptimage2prompts
Open-source MCP server for AI image and video creation, enabling prompt library…
N/A N/A
39599
Kleap-co
Kleap Claim
Enables AI agents to build, edit, and publish live websites with hosting, datab…
39600
drewbeechler
A Model Context Protocol server that provides read-only access to Google Search…
N/A N/A
Showing 39551–39600 of 66534 servers
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