MCP Server Quality Scores

Independent quality analysis of 50632 public MCP servers

50632
Discovered
29751
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
50401
ost527
A local Mem0 MCP server for macOS with a menu bar toggle, storing memories loca…
N/A N/A
50402
nguyenph88
Provides MCP servers for AI-driven video editing. Enables offline editing of Ca…
N/A N/A
50403
bioanywhere
Connects AI assistants to GitLab, enabling natural language queries for merge r…
81
50404
peterbud
Enables MCP client interaction via streamable HTTP, providing example tools (ec…
50405
Augmented-Nature
Provides access to the ClinicalTrials.gov API, enabling search, analysis, and r…
50406
stevenayl
A server that provides AI assistants programmatic control of Safari browser on …
N/A N/A 95
50407
Cross-platform ad spend, attribution, true ROAS, budget, and anomaly intelligen…
N/A N/A 81
50408
TanLeJS
A Model Context Protocol server that enables AI agents to interact with Backlog…
N/A N/A 95
50409
brianpelow
MCP server wrapping Backstage — query service catalog, fetch TechDocs, and scaf…
50410
AeonDave
htb-app-mcp Claim
Enables interaction with Hack The Box App services including machines, challeng…
N/A N/A
50411
christianheidorn
MCP server for kicktipp.com that enables AI assistants to view match data, lead…
N/A N/A
50412
zekebuilds-lab
Minimal MCP server demonstrating L402 pay-per-call with Depth-of-Identity reput…
50413
KrishnaKakani-GitHub
A learning MCP server providing synthetic FHIR patient data with read tools and…
N/A N/A
50414
aayushmdesai
Live .NET runtime diagnostics for AI assistants. Ask Claude to diagnose memory …
N/A N/A
50415
chf3198
Enables querying and analyzing receipt data with SQL-style grouped statistics, …
N/A N/A
50416
TerminallyLazy
featherless Claim
Enables interaction with FHIR R4 healthcare data through SHARP-on-MCP tools, in…
50417 N/A N/A 95
50418
mehran-shabani
MCP Server Claim
A minimal Django project exposing MCP-style endpoints for listing and fetching …
50419
BlackMount-ai
Enables AI assistants to access and search local browser history, bookmarks, op…
N/A N/A
50420
MephistoJB
Enables managing Paperless-NGX documents, tags, correspondents, and document ty…
N/A N/A
50421
rikard2
lemonado-mcp Claim
N/A N/A 95
50422
oliverhees
lokyy-mcp Claim
This MCP server connects your AI to a knowledge base through semantic tools, en…
N/A N/A
50423
aderik
bitvavo-mcp Claim
Exposes a Bitvavo crypto exchange account as read-only tools for Claude, allowi…
N/A N/A
50424
Nishant-IIT
small-mcp Claim
A minimal FastMCP server in Python demonstrating all four MCP primitives with t…
N/A N/A
50425
cognis-digital
ledgermind Claim
Local LLM cost & token forensics proxy with anomaly detection, enabling securit…
N/A N/A
50426
elphamale
ScribblesLM Claim
A self-hosted, notebook-scoped RAG pipeline with contextual retrieval, delivere…
N/A N/A
50427
ChanceFlow
godot-mcp Claim
Enables AI assistants to interact with the Godot game engine, including launchi…
N/A N/A
50428
wyre-technology
cipp-mcp Claim
An MCP server for CIPP (Community IT Professionals Platform), enabling MSPs to …
50429
zengzeruidd-a11y
A Model Context Protocol (MCP) server that wraps the Amap (高德地图) Web Service AP…
50430
wegotdocs
open-mcp Claim
Turn a web API into an MCP server in 10 seconds and add it to the open source r…
N/A N/A 95
50431
tizee
A Model Context Protocol (MCP) server that provides access to DeepSeek-R1's rea…
50432
YoppaV
Read-only MCP server for investigating Polymarket wallets, markets, and cross-w…
N/A N/A
50433
asumollo
Enable AI-driven creation and validation of Eagle CAD components by bridging Cl…
N/A N/A 95
50434
Rootly-AI-Labs
MCP server for On-Call Health burnout analysis. Connects AI assistants to your …
50435
gott150
obsidian-mcp Claim
N/A N/A 95
50436
vicseeai
Enables AI agents to generate, edit, and upscale videos and images using VicSee…
50437
GeoAziz
MCP Server Claim
A persistent backend that reduces AI agent context window bloat by centralizing…
50438
zral
A learning-oriented MCP server that provides weather forecast tools for travel …
50439
Ception
expo-docs Claim
Enables fast, offline search and retrieval of Expo documentation from local .md…
N/A N/A
50440
Heretek-RE
MCP server for REST API reverse engineering from HTTP traffic captures, wrappin…
N/A N/A
50441
xiaot945
groowooth Claim
MCP server that enables AI agents to assess child growth, plot growth curves, a…
N/A N/A
50442
AINative-Studio
Generate production-ready Product Requirement Documents with full AINative plat…
50443
venergiac
opcua2mcp Claim
Converts OPC UA sensor data into MCP-compatible tools and exposes machine healt…
50444
msekoranja
Read-only MCP server for Request Tracker (RT) via REST2 API, enabling ticket se…
50445
reijosirila
Enables natural language control of Loxone smart home systems, including lighti…
50446
Saperly
@saperly/mcp Claim
MCP server for Saperly that enables AI agents to provision phone numbers, place…
50447
deresolution20
Bridges Claude Code and Claude Desktop to a locally-running LLM, optimized for …
N/A N/A
50448
sunc901008
Enables AI assistants to manage WordPress content (create, retrieve, update pos…
50449
CSOAI-ORG
dockerfile-generator-ai-mcp MCP server by MEOK AI Labs
N/A N/A
50450
choice-hub
Provides Claude with a knowledge base about the Choice restaurant platform, ena…
N/A N/A
Showing 50401–50450 of 50632 servers