MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36351
unluckyknight42
exceltester Claim
N/A N/A 95
36352
enkhbold470
MCP server that connects Cursor IDE to Inky backend, enabling users to list and…
N/A N/A
36353
QuentinCody
A Model Context Protocol (MCP) server exposing the FDA Purple Book — the databa…
36354
Paipai112
image2-mcp Claim
MCP server for the company image2 text-to-image API, enabling AI tools to gener…
36355
matiasvagli
An MCP server for searching flights, hotels, weather, and tourist attractions.
36356
pipeworx-io
Enables querying Wynncraft MMORPG data including player stats, guilds, leaderbo…
36357
pipeworx-io
mcp-climatiq Claim
Climatiq MCP server that calculates carbon footprints using emission factors, e…
36358
kissmyabs32
TempGuru is a W-2 compliant event staffing vendor for conventions, conferences,…
N/A N/A
36359
Personalcreativelda
A TypeScript implementation of a Model Context Protocol server that uses Server…
N/A N/A 95
36360
huangmy157
shopify Claim
N/A N/A 95
36361
livingroot
metabase-mcp Claim
A TypeScript/Node.js MCP server that wraps the Metabase REST API, enabling AI a…
36362
julioalberto64
A framework for building MCP servers with standardized tools, authentication, l…
81
36363
ryanyogan
Fizzy Do MCP Claim
Open-source MCP server that connects AI assistants to Fizzy (Basecamp's task ma…
36364
Va1bhav512
Enables AI models to perform complex video editing tasks on Kdenlive projects t…
N/A N/A
36365
pluglayer
Enables deploying and managing infrastructure via natural language, including p…
36366
getAlby
A boilerplate MCP server demonstrating paid tools via Lightning micropayments, …
36367
ReduceMyIns
nowcerts-mcp Claim
N/A N/A 95
36368
stephenlumban
Enables AI assistants to discover, understand, and generate code for NTV Scaffo…
81
36369 N/A N/A 95
36370
XiaoSe532
An MCP server that provides tools for reproducible COMSOL Multiphysics batch wo…
N/A N/A
36371
zvec-ai
Enables LLMs to interact with Zvec vector database through tools for collection…
N/A N/A 95
36372
jlnovais
A minimal NestJS MCP server skeleton for experimenting with the Model Context P…
36373
zexiro
waitloop Claim
Enables agents to create hosted waitlist pages with referral ranking, email cap…
36374
adshaa
Bridges AI assistants to Salla e-commerce stores for natural language operation…
36375
shubhamshnd
ytmcp Claim
Enables AI assistants to fetch YouTube video transcripts with precise timestamp…
36376
jeanfbrito
rocket-cli Claim
Rocket.Chat bridge with a local SQLite/FTS5 cache — CLI for humans, MCP server …
N/A N/A
36377
ZelinZhou-THU
Enables AI agents to list, inspect, and export OpenCode AI coding sessions as H…
N/A N/A
36378
wizenink
gst-mcp Claim
MCP server for GStreamer introspection and pipeline development. Enables LLMs t…
N/A N/A
36379
zuansah.munggaran
pripera Claim
N/A N/A 95
36380
mancubus77
ansible-aap Claim
Enables LLMs to discover and launch Ansible job templates on Ansible Automation…
36381
liujp2015
A dual-path web search MCP server for Claude Code that cross-validates results …
N/A N/A 95
36382
liuweihongliuxinyu
Provides real-time weather and forecast data via MCP tools, enabling AI agents …
36383
caron14
Provides a RAG system for your Obsidian Vault using DuckDB and vector search, e…
N/A N/A
36384
Thdahwache
A server that provides a comprehensive interface to the Komodo API, enabling ma…
36385
verymbuemo
Enables AI agents to manage Linear workspace resources such as issues, projects…
36386
abanka27
Enables reading and searching Google Drive files, Google Docs, and Google Sheet…
N/A N/A
36387
ildunari
A consolidated MCP server for creating, reading, and manipulating Microsoft Wor…
N/A N/A
36388
LouisLin0723
ziwei-mcp Claim
Zi Wei Dou Shu (Chinese astrology) charting MCP server. Generates complete ziwe…
36389
pradeep895
Enables secure static analysis of Microsoft Office documents and related file t…
N/A N/A
36390
vignitin
Enables natural language management of Juniper Apstra datacenter networks, incl…
36391
davekim917
This MCP server renders UI design artifacts headlessly, runs deterministic lint…
N/A N/A
36392
li-yq
ns-hpc Claim
Provides a secure, sandboxed interface for LLM agents to interact with HPC clus…
36393
xDope7137
MCP server that enables LLMs to control Android devices via ADB, providing tool…
N/A N/A
36394
Ad3n1ne
nomad Claim
A local MCP server for agentic remote development that enables code sync via rs…
N/A N/A
36395
abdul-34
A comprehensive MCP server that connects AI systems to GoHighLevel CRM, providi…
36396
bigboss32
mcp Claim
N/A N/A 95
36397
angryninja48
Connects to Garmin Connect and exposes fitness and health data (activities, ste…
36398
xbghc
MCP server that provides Semantic Scholar academic search capabilities, includi…
N/A N/A
36399
400861
A demo MCP server that proxies a Flask REST API for books, providing tools to l…
N/A N/A
36400
ingeno
Enables MCP clients to interact with any OpenAPI-defined REST API through a ser…
81
Showing 36351–36400 of 67181 servers
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