MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 2 hours, 48 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 43501 |
astrovisor-mcp
Claim
Enables interaction with the AstroVisor API through MCP, automatically synced t…
|
— | ||||||||
| 43502 |
Python Demo MCP Server
Claim
A demonstration server implementing the Model Context Protocol with Server-Sent…
|
— | ||||||||
| 43503 |
MCP Serverless
Claim
Provides a serverless implementation of the Model Context Protocol for register…
|
— | ||||||||
| 43504 |
This MCP server enables AI agents to understand and analyze electrical schemati…
|
— | ||||||||
| 43505 |
zotero-fulltext
Claim
MCP server that grants AI tools read-only access to a Zotero library via search…
|
— | ||||||||
| 43506 |
MCP Server for Tikfly - Unofficial TikTok API at scale without the usual limita…
|
— | ||||||||
| 43507 |
mcp-pop-up
Claim
Enables a local LLM to ask the user for guidance via a native desktop pop-up di…
|
— | ||||||||
| 43508 |
MCP server for integrating manufacturing systems (MES/ERP/quality/maintenance) …
|
— | ||||||||
| 43509 |
Clueso
Claim
Make videos and docs with your AI agent — describe what you need, every output …
|
— | ||||||||
| 43510 |
Pubtator MCP Server
Claim
Provides an async Python server for interacting with the PubTator3 API, exposin…
|
— | ||||||||
| 43511 |
deck-contract
Claim
MCP server for AI-native editable presentations: surgically edit slide componen…
|
— | ||||||||
| 43512 |
Super-Memory-TS
Claim
Local-first semantic memory server with project indexing for AI assistants. It …
|
— | ||||||||
| 43513 |
telegram-mcp
Claim
Enables interaction with Telegram Bot API for sending messages, photos, editing…
|
— | ||||||||
| 43514 |
clawboard-mcp-server
Claim
Enables AI agents to interact with ClawBoard tasks, including listing, searchin…
|
— | ||||||||
| 43515 |
HGB Basel MCP Server
Claim
Enables querying the Historisches Grundbuch Basel corpus, including full-text s…
|
— | ||||||||
| 43516 |
DebugBundle
Claim
DebugBundle MCP: runtime error reporting, incident response, health checks, and…
|
— | ||||||||
| 43517 |
PptxGenJS MCP Server
Claim
A production-ready MCP server that enables LLMs to create, modify, and export P…
|
— | ||||||||
| 43518 |
Clima MCP Server
Claim
Enables weather queries through OpenWeatherMap API, providing current condition…
|
— | ||||||||
| 43519 |
ServiceTitan MCP Server
Claim
Enables Claude Desktop to query ServiceTitan data about technician jobs and bus…
|
— | ||||||||
| 43520 |
moo-mcp
Claim
MCP server for LambdaMOO administration. Connects to a MOO's admin port over TC…
|
— | ||||||||
| 43521 |
Script Runner MCP Server
Claim
Enables execution, listing, reading, and help retrieval of local Bash, PowerShe…
|
— | ||||||||
| 43522 |
mcp-server-template
Claim
A production-ready MCP server template with typed tools, schema validation, tes…
|
— | ||||||||
| 43523 |
MojaWave MCP
Claim
Connects any MCP-compatible AI assistant to the MojaWave SMS Gateway, enabling …
|
— | ||||||||
| 43524 |
mcp-speedrun
Claim
Enables AI agents to query Speedrun.com data through the official API, supporti…
|
— | ||||||||
| 43525 |
bq_mcp_server
Claim
A Python MCP server that retrieves and caches BigQuery metadata (datasets, tabl…
|
— | ||||||||
| 43526 |
Assay MCP Server
Claim
Enables Claude Desktop to search, retrieve summaries, and explore documents fro…
|
— | ||||||||
| 43527 |
Save, search, and compile valuable knowledge from your Claude conversations.
|
— | ||||||||
| 43528 |
proxmox-mcp
Claim
Enables LLM agents to monitor and manage a Proxmox VE cluster, including cluste…
|
— | ||||||||
| 43529 |
Atlas
Claim
Atlas is a YAML-defined semantic layer for analytics — authored by humans, cons…
|
— | ||||||||
| 43530 |
mcp-robinhood
Claim
Enables AI agents to interact with Robinhood brokerage accounts via browser aut…
|
— | ||||||||
| 43531 |
weather-mcp-server
Claim
Provides weather alerts and forecasts for US locations using the National Weath…
|
— | ||||||||
| 43532 |
make-mcp
Claim
This MCP server provides integration with Make.com (formerly Integromat) for wo…
|
— | ||||||||
| 43533 |
An MCP server that provides tools and resources to access company financial fil…
|
— | ||||||||
| 43534 |
webscrape-mcp
Claim
Fetch any URL and get clean Markdown. Web scraping for AI agents.
|
— | ||||||||
| 43535 |
conda-meta-mcp
Claim
An MCP server that exposes authoritative, read-only Conda ecosystem metadata fo…
|
— | ||||||||
| 43536 |
Sierra Navigator Cloud
Claim
Hosted, OAuth-secured MCP server that drives the Sierra Interactive real-estate…
|
— | ||||||||
| 43537 |
kaken-mcp-server
Claim
MCP server for querying the Japanese KAKEN database of scientific research gran…
|
— | ||||||||
| 43538 |
aria-mcp-football
Claim
Tells you when your favourite football teams play and where to watch in Denmark…
|
— | ||||||||
| 43539 |
Daedalus MCP
Claim
A local MCP server that scans workspaces, detects projects and technologies, an…
|
— | ||||||||
| 43540 |
VAST DB MCP Server
Claim
Enables AI agents to securely query VAST Data databases for schema, metadata, a…
|
— | ||||||||
| 43541 |
Tipsoi MCP
Claim
Read-only MCP server for the Tipsoi HRM API, exposing 15 tools to read employee…
|
— | ||||||||
| 43542 |
mcp-sqlite-chat
Claim
Enables querying and managing a SQLite database using natural language, with an…
|
— | ||||||||
| 43543 |
JSON Analyser MCP
Claim
A memory-efficient MCP server for analyzing large JSON files with streaming, qu…
|
— | ||||||||
| 43544 |
MCP-Kali-Server
Claim
Enables AI-assisted penetration testing by connecting MCP clients to execute te…
|
— | ||||||||
| 43545 |
truetick-mcp
Claim
Manage TrueTick Minecraft hosting servers from AI agents: create/start/stop, li…
|
— | ||||||||
| 43546 |
FNewsCrawler
Claim
已废弃的财经信息MCP服务,提供实时财经资讯,建议转向新项目OmniData。
|
— | ||||||||
| 43547 |
flask-mcp-server
Claim
MCP server to control a Flask application and optimize AWS costs, providing too…
|
— | ||||||||
| 43548 |
dtb-members-mcp
Claim
MCP server for managing tennis club member data from local CSV/Excel exports. P…
|
— | ||||||||
| 43549 |
ArcGIS Pro MCP
Claim
Lets AI assistants control a live ArcGIS Pro session through arcpy, including l…
|
— | ||||||||
| 43550 |
foundry-cli
Claim
MCP server for managing Foundry VTT journal content (entries, categories, pages…
|
— | ||||||||