MCP Server Quality Scores

Independent quality analysis of 69093 public MCP servers

69093
Discovered
→
33805
Scored
→
2112
Verified
→
16953
Complete

Last updated 36 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
59651
JY-Zee
Enables AI assistants to query the latest F1 news from the official F1 website …
— ○ ⏳ — N/A N/A — — —
59652
cloudbadal007
Self-healing MCP server that monitors database schema changes, detects differen…
— ○ ⏳ — — — — — —
59653
Supermaxman
Enables AI assistants to manage inventory items, locations, and labels in a sel…
— ○ ⏳ — — — — — —
59654
turnnoblindeye
Connect your health, fitness, nutrition, sleep, and wearable data to your AI as…
— ○ ⏳ — — — — — —
59655
NGS360
Exposes the NGS360 bioinformatics platform REST API as MCP tools, enabling AI a…
— ○ ⏳ — — — — — —
59656
brettwinterflood
MCP server that exposes Obsidian vault operations over HTTP via the Obsidian CL…
— ○ ⏳ — N/A N/A — — —
59657
lukisch
n8n Manager MCP Claim 1
MCP server for n8n workflow management -- view, create, sync and manage workflo…
— ○ ⏳ — N/A N/A — 95 —
59658
dazzle-blip
ProtonScope Claim
A lightweight MCP server providing AI agents a scoped, read-and-draft-only view…
— ○ ⏳ — N/A N/A — — —
59659
pipeworx-io
Enables searching for indicators of compromise from ThreatFox by file hash (MD5…
— ○ ⏳ — — — — — —
59660
pichukov
Model Context Protocol server for Kaspa operations using WASM SDK. Enables LLMs…
— ○ ⏳ — — — — — —
59661
Stokesy-dev
A self-hosted MCP server that gives LLMs intelligent, semantic access to your c…
— ○ ⏳ — — — — — —
59662
cacheout-app
cacheout-mcp Claim
MCP server for macOS disk cache management. Enables AI agents to free disk spac…
— ○ ⏳ — N/A N/A — — —
59663
kin5
Enables access to USDA NASS agricultural statistics data through natural langua…
— ○ ⏳ — — — — — —
59664
childrentime
reactuse Claim
MCP server for the [ReactUse](https://reactuse.com) library — 110+ React Hooks …
— ○ ⏳ — N/A N/A — — —
59665
Lunar-Software-Solution
Provides complete QuickBooks Online API integration for Claude Code and other M…
— ○ ⏳ — — — — — —
59666
akemi1tr
SentinelMCP Claim
Analyzes inputs and outputs in real-time to protect against prompt injections, …
— ○ ⏳ — N/A N/A — — —
59667
jouve
Bridges a Matrix room with Claude Code's claude/channel feature, enabling chat …
— ○ ⏳ — — — — — —
59668
SGudbrandsson
A unified MCP gateway that reduces context token usage by exposing all services…
— ○ ⏳ — — — — — —
59669
mboya
A Model Context Protocol (MCP) server that integrates Safaricom's M-PESA Daraja…
— ○ ⏳ — N/A N/A — — —
59670
DevSkillsIT
Enables AI assistants to interact with Veeam Backup & Replication infrastructur…
— ○ ⏳ — N/A N/A — — —
59671
pipeworx-io
Enables searching, querying, and exploring open datasets from Tours Métropole O…
— ○ ⏳ — — — — — —
59672
dropoutsanta
A unified MCP gateway that aggregates multiple MCP servers and API plugins behi…
— ○ ⏳ — — — — — —
59673
AiAgentKarl
Hive Mind Claim
Swarm intelligence for AI agents, enabling collective decision-making through w…
— ○ ⏳ — — — — — —
59674
vspaswin
Provides AI agents with comprehensive knowledge of the Karate DSL framework for…
— ○ ⏳ — N/A N/A — — —
59675
attebury
Remogram Claim
SCM & forge boundary MCP: normalized, typed JSON from attributed Gitea, GitLab,…
— ○ ⏳ — N/A N/A — — —
59676
Sbharadwaj05
AI-powered MCP server that enables security analysts to query Wazuh SIEM/XDR fo…
— ○ ⏳ — — — — — —
59677
sameerbattoo
Bridges AI IDEs with AWS Bedrock AgentCore Gateway using Cognito OAuth and hard…
— ○ ⏳ — N/A N/A — — —
59678
arberrexhepi
MCP Hub Claim
An Express server implementation of Model Context Protocol that allows websites…
— ○ ⏳ — — — — 81 —
59679
rakanalalami
Kamy Claim
Other PDF MCP servers ask you to install Chrome, manage a local renderer, and s…
— ○ ⏳ — — — — 81 —
59680
dgdev25
Mesh MCP Claim
Mesh is an MCP server that lets Claude Code, Codex CLI, and Gemini CLI call oth…
— ○ ⏳ — — — — — —
59681
jpeggdev
Provides MCP integration for Harvest's time tracking, project management, and i…
— ○ ⏳ — N/A N/A — 95 —
59682
simpleye1
task-manager Claim
MCP server for Nova Agent progress reporting. Enables updating execution sessio…
— ○ ⏳ — N/A N/A — — —
59683
artkrsk
ticksy-mcp Claim
MCP server for the Ticksy support ticket API, enabling AI agents to read and wr…
— ○ ⏳ — — — — — —
59684
keen-mcp
MindMap Claim
Turn outlines and hierarchical notes into interactive mind maps through a hoste…
— ○ ⏳ — — — — — —
59685
zohaib3249
An MCP server that lets an AI agent drive and inspect a running Next.js app, wi…
— ○ ⏳ — N/A N/A — — —
59686
Kustode-ce
Enables AI assistants to look up medical billing codes, denial reasons, and pay…
— ○ ⏳ — N/A N/A — — —
59687
Achanandhi-M
An MCP server that tracks your favorite YouTube creators and tells you when the…
— ○ ⏳ — N/A N/A — — —
59688
CCLucky-uu
TaskMCP Claim
A personal task management MCP server that allows LLM clients to create, read, …
— ○ ⏳ — N/A N/A — — —
59689
lobsterclause
UnifiyMe Claim
A Model Context Protocol (MCP) server for UniFi Network Controllers that enable…
— ○ ⏳ — N/A N/A — — —
59690
philpof102-svg
mystreet Claim
MCP oracle of reputation for ia agent
— ○ ⏳ — — — — — —
59691
Traviseric
Generate complete nonfiction books with Teneo: outline, manuscript, cover, and …
— ○ ⏳ — N/A N/A — — —
59692
BUYMYAGENT-TECHNOLOGIES-INC
Buy My Agent Claim
Discover AI agents by outcome. Read-only search and reads of public marketplace…
— ○ ⏳ — — — — — —
59693
monirul8888
A beginner-friendly repository for learning the Model Context Protocol (MCP) us…
— ○ ⏳ — N/A N/A — — —
59694
Replicant-Partners
Enables AI-powered web data extraction and research through Firecrawl's Agent A…
— ○ ⏳ — — — — 81 —
59695
a-ariff
Canvas MCP Claim
A local MCP server for Canvas LMS that enables querying courses, assignments, g…
— ○ ⏳ — N/A N/A — — —
59696
mplogas
psu-mcp Claim
MCP server for programmable bench power supply control, enabling autonomous boo…
— ○ ⏳ — N/A N/A — — —
59697 — ○ ⏳ — N/A N/A — 95 —
59698
CSOAI-ORG
MEOK AAIF Agent Card MCP — Linux Foundation AAIF agent identity bridge. Issues …
— ○ ⏳ — — — — — —
59699
DevTee-dot
MCP server for real-time electricity prices, carbon intensity, and energy analy…
— ○ ⏳ — — — — — —
59700
YuanHuakk
MCP server for JavaScript reverse engineering and browser debugging.
— ○ ⏳ — N/A N/A — — —
Showing 59651–59700 of 69093 servers