MCP Server Quality Scores

Independent quality analysis of 43634 public MCP servers

43634
Discovered
29477
Scored
2111
Verified
16952
Complete

Last updated 2 hours, 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35301
igun997
A foundation for developing custom Model Context Protocol servers in TypeScript…
N/A N/A 95
35302
GuilhermeTavares13
Enables interactive chat with AI models via Anthropic API, supporting document …
N/A N/A
35303
dhipskind253
mssql-mcp Claim
Read-only MCP server for Microsoft SQL Server that retrieves connection details…
35304
xcool2046
dountdown Claim
N/A N/A 95
35305
deuxksy
Integrates with Steam Web API to enable querying user profiles, game libraries,…
35306
alexruco
caveman-mcp Claim
MCP server that compresses markdown files into caveman-style prose, cutting tok…
N/A N/A
35307
wilsonbeam
MCP server for Android device automation via ADB, enabling screen control, phon…
N/A N/A
35308
mmerah
PolarionMcp Claim
A CLI-first Polarion ALM client with MCP server support for AI assistants, enab…
35309
dreamiurg
Enables AI assistants to search and browse mountaineers.org for activities, cou…
N/A N/A
35310
Zw-awa
Shared SSH PTY runtime for MCP clients with viewer, input lock, async tracking,…
N/A N/A
35311
QYmag1c
Extends IDA Pro with multi-instance support and vulnerability scanning for AI-a…
N/A N/A
35312
ZentricProtocol
Prompt injection + PII detection for LLM apps and agent pipelines. Deterministi…
N/A N/A
35313
adimowis
Provides AI agents with instant access to official Apple developer documentatio…
81
35314
HamnaCh456
Enable automated email resending capabilities through a standardized protocol. …
N/A N/A 95
35315
dheedrichard
Enables image generation, editing, and blending using Gemini 2.5 Flash capabili…
81
35316
adrojis
Enables AI assistants to fully control a Tracecat SOAR platform instance throug…
N/A N/A
35317
eliu243
Connect your Oura Ring account for secure access to your data. Generate an auth…
N/A N/A 95
35318
softdaddy-o
soft-ue-cli Claim
MCP server for controlling Unreal Engine 5 from AI agents, providing 120+ comma…
N/A N/A
35319
NimbleBrainInc
Provides comprehensive access to OpenAI's API capabilities including chat compl…
81
35320
PatrickKalkman
AI-powered assistant that connects Claude to video encoding workflows, translat…
81
35321
juanqui
MCP server for the JouleScope JS220 precision energy analyzer, enabling agents …
N/A N/A
35322
Hiruna219066
Unified MCP server for managing cloud resources across AWS, Google Cloud, Azure…
35323
danielcamposramos
respec-mcp Claim
A stdio MCP server that wraps ReSpec rendering with repo-local profiles, enabli…
N/A N/A
35324
joch
Connect MCP Claim
An Obsidian plugin that runs an MCP server, enabling AI agents to read, edit, s…
N/A N/A
35325
fabdendev
dagster-mcp Claim
An MCP server that gives AI agents full visibility and control over your Dagste…
N/A N/A
35326
rmh104
Volta Notes Claim
Burn-after-read encrypted notes on the Internet Computer. Share passwords, keys…
81
35327
gamesme
chatlab-mcp Claim
Enables AI assistants to query local ChatLab chat history using natural languag…
N/A N/A
35328
lucas111112
An agent-friendly MCP server for the GeoRanker High-Volume API, enabling SEO ra…
35329
polygon-io
mcp_polygon) Claim 1
An MCP server that provides access to [Polygon.io](https://polygon.io/) financi…
81
35330
NaoNaoMe
Enables controlling multiple USBTMC (USB Test and Measurement Class) devices si…
N/A N/A
35331
CRtheHILLS
OneClickLM Claim
A robust MCP server for NotebookLM that provides auto-healing authentication, z…
N/A N/A
35332
AiAgentKarl
Enables AI agents to search and explore over 570,000 artworks from the Metropol…
35333
toby1123yjh
Java diagnostics MCP server for LLM integration with Alibaba Arthas, enabling a…
N/A N/A
35334
pipeworx-io
Enables AI agents to query cryptocurrency data including prices, market cap, ra…
35335
hi-k3uy
brag-fast Claim
81
35336
cyrilpanicker
genai-lab Claim
Exposes tools for semantic search and RAG-based Q\&A from a local knowledge bas…
N/A N/A
35337 N/A N/A 95
35338
Starlight143
An MCP server that enforces runtime authorization for tool calls using Stage0 p…
35339
Abhinab-Handique
DB_Talk Claim
Enables natural language interaction with SQLite databases using LangChain and …
N/A N/A
35340
brennhill
MCP server for browser debugging, inspection, and verification that streams con…
N/A N/A
35341
Run-IQ
MCP server exposing a parametric policy engine for evaluating, simulating, and …
N/A N/A
35342
AutomateLab-tech
Per-URL SEO verdicts from GSC, GA4, Matomo, Clarity, AI citations: refresh/expa…
N/A N/A
35343
Coding-Dev-Tools
click-to-mcp Claim
Converts any Python Click or Typer CLI into an MCP server automatically — zero-…
35344
GravityKit
Enables AI assistants to manage Drip email marketing automation, including subs…
35345
Dex865378
Advanced MCP server for Godot 4.6+ with 63 professional tools, enabling AI-assi…
N/A N/A
35346
umbra2728
packmate-mcp Claim
MCP server for Packmate, a CTF network traffic analyzer, enabling LLMs to analy…
35347
Traves-Theberge
Enables bidirectional lookup of Mi'kmaq and English words with definitions and …
35348
Knuckles-Team
Enables AI agents to manage system updates, application installations, and remo…
N/A N/A
35349
imdeniil
Provides 28 tools to read, search, send, and manage Yandex Mail emails via the …
35350
mattmre
EVOKORE-MCP Claim
Multi-server MCP aggregator with 266 skills, an orchestration runtime, fleet/cl…
N/A N/A
Showing 35301–35350 of 43634 servers
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