MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31840
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 48 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
43501
rokoss21
Enables interaction with the AstroVisor API through MCP, automatically synced t…
43502
sevalla-templates
A demonstration server implementing the Model Context Protocol with Server-Sent…
43503
tilfin
Provides a serverless implementation of the Model Context Protocol for register…
43504
IntelligentElectron
This MCP server enables AI agents to understand and analyze electrical schemati…
N/A N/A
43505
statzhero
MCP server that grants AI tools read-only access to a Zotero library via search…
N/A N/A
43506
tikflydotio
tikfly-mcp Claim 1
MCP Server for Tikfly - Unofficial TikTok API at scale without the usual limita…
81
43507
GiantBeaver9
mcp-pop-up Claim
Enables a local LLM to ask the user for guidance via a native desktop pop-up di…
N/A N/A
43508
hoonapps
MCP server for integrating manufacturing systems (MES/ERP/quality/maintenance) …
43509
desklamp-developers
Clueso Claim
Make videos and docs with your AI agent — describe what you need, every output …
43510
QIngyuanfl
Provides an async Python server for interacting with the PubTator3 API, exposin…
43511
Andersonscat
MCP server for AI-native editable presentations: surgically edit slide componen…
N/A N/A
43512
Veedubin
Local-first semantic memory server with project indexing for AI assistants. It …
N/A N/A
43513
chenzhaoxuan0
telegram-mcp Claim
Enables interaction with Telegram Bot API for sending messages, photos, editing…
43514
mizrahidaniel
Enables AI agents to interact with ClawBoard tasks, including listing, searchin…
43515
thodel
Enables querying the Historisches Grundbuch Basel corpus, including full-text s…
43516
debugbundle
DebugBundle Claim
DebugBundle MCP: runtime error reporting, incident response, health checks, and…
N/A N/A
43517
Hrithik-s-Raj
A production-ready MCP server that enables LLMs to create, modify, and export P…
N/A N/A
43518
OscarC88
Enables weather queries through OpenWeatherMap API, providing current condition…
43519
jrhoades1
Enables Claude Desktop to query ServiceTitan data about technician jobs and bus…
N/A N/A
43520
ryanb96
moo-mcp Claim
MCP server for LambdaMOO administration. Connects to a MOO's admin port over TC…
43521
ashrobertsdragon
Enables execution, listing, reading, and help retrieval of local Bash, PowerShe…
N/A N/A
43522
EricAgyemang478
A production-ready MCP server template with typed tools, schema validation, tes…
N/A N/A
43523
mojawave
MojaWave MCP Claim
Connects any MCP-compatible AI assistant to the MojaWave SMS Gateway, enabling …
43524
pipeworx-io
mcp-speedrun Claim
Enables AI agents to query Speedrun.com data through the official API, supporti…
43525
takada-at
A Python MCP server that retrieves and caches BigQuery metadata (datasets, tabl…
43526
cirruslycurious
Enables Claude Desktop to search, retrieve summaries, and explore documents fro…
N/A N/A
43527
weekdmond
Save, search, and compile valuable knowledge from your Claude conversations.
N/A N/A 95
43528
ManciDRaffy
proxmox-mcp Claim
Enables LLM agents to monitor and manage a Proxmox VE cluster, including cluste…
43529
AtlasDevHQ
Atlas Claim
Atlas is a YAML-defined semantic layer for analytics — authored by humans, cons…
N/A N/A
43530
markswendsen-code
Enables AI agents to interact with Robinhood brokerage accounts via browser aut…
N/A N/A
43531
brockly
Provides weather alerts and forecasts for US locations using the National Weath…
43532
D1DX
make-mcp Claim
This MCP server provides integration with Make.com (formerly Integromat) for wo…
N/A N/A
43533
itisaevalex
An MCP server that provides tools and resources to access company financial fil…
43534
carrasquelalex1
Fetch any URL and get clean Markdown. Web scraping for AI agents.
43535
conda-incubator
An MCP server that exposes authoritative, read-only Conda ecosystem metadata fo…
43536
tastyppc-marketing
Hosted, OAuth-secured MCP server that drives the Sierra Interactive real-estate…
43537
masa-med-ai
MCP server for querying the Japanese KAKEN database of scientific research gran…
N/A N/A
43538
kimhjort
Tells you when your favourite football teams play and where to watch in Denmark…
43539
juyagu1
Daedalus MCP Claim
A local MCP server that scans workspaces, detects projects and technologies, an…
N/A N/A
43540
elementalcollision
Enables AI agents to securely query VAST Data databases for schema, metadata, a…
43541
the-abraar
Tipsoi MCP Claim
Read-only MCP server for the Tipsoi HRM API, exposing 15 tools to read employee…
43542
abdunnasir
Enables querying and managing a SQLite database using natural language, with an…
N/A N/A
43543
contactakagrawal
A memory-efficient MCP server for analyzing large JSON files with streaming, qu…
N/A N/A
43544
lvyimu
Enables AI-assisted penetration testing by connecting MCP clients to execute te…
N/A N/A
43545
truetick-gg
truetick-mcp Claim
Manage TrueTick Minecraft hosting servers from AI agents: create/start/stop, li…
43546
noimank
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
arthurperch
MCP server to control a Flask application and optimize AWS costs, providing too…
N/A N/A
43548
LarsZilch
MCP server for managing tennis club member data from local CSV/Excel exports. P…
N/A N/A
43549
Knight60
Lets AI assistants control a live ArcGIS Pro session through arcpy, including l…
N/A N/A
43550
allardhoeve
foundry-cli Claim
MCP server for managing Foundry VTT journal content (entries, categories, pages…
Showing 43501–43550 of 66534 servers
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