MCP Server Quality Scores

Independent quality analysis of 64636 public MCP servers

64636
Discovered
30646
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 21 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36751
dajun666
An MCP server that automates login to PAUSD Schoology via ClassLink and provide…
N/A N/A
36752
VenkatAdena
Provides weather data including US alerts, US forecasts, and global 5-day forec…
36753
beepboop2025
Groundcheck Claim
Verifies factual claims against live sources and returns a verdict, confidence …
N/A N/A
36754
ninjacazul
Easily expose your Hono API endpoints as MCP tools with minimal configuration, …
36755
photon-hq
Exposes 67 MCP tools for iMessage including chats, messages, attachments, conta…
36756
JOSETRA44
openalex-mcp Claim
Connects AI agents to the OpenAlex scholarly database, enabling search and retr…
36757
RichGom84
Enables users to retrieve the latest USD/KRW exchange rate and receive user-fri…
36758
tlemmons
junto-memory Claim
A shared memory and coordination server for multiple AI coding agents, built on…
36759
Bigsupe55
Inspect a site's AI-search readiness: AI crawler access, llms.txt, schema marku…
N/A N/A
36760
fox100039-design
BugEzy Claim
Voice-powered bug reporting with 13 MCP tools. Record bugs by talking; let AI f…
36761
ramzess-ru
A remote MCP server deployable on Cloudflare Workers without authentication, en…
N/A N/A
36762
DungbeetleTech
mcp Claim
Visual regression & snapshot testing for AI agents — list runs, read semantic d…
N/A N/A
36763
arifszn
reminder-mcp Claim
Enables scheduling and triggering reminders delivered via Slack or Telegram thr…
36764
showkeyjar
A robot-control MCP server enabling LLMs to control Unitree robots and DJI Tell…
N/A N/A
36765
vansh216
MCP server for managing and analyzing expenses. Provides tools to add, list, su…
N/A N/A
36766
RevivrStudios
SpatialLens Claim
Parses USD/USDZ/USDA files into structured JSON for AI agents, enabling scene g…
N/A N/A
36767
valleyboyzz0024-del
Turns web-based AIs into full-powered agents with local PC access, 33 tools acr…
N/A N/A
36768
nikitatsym
jira-mcp Claim
MCP server for Jira Cloud enabling issue tracking, comments, transitions, and a…
N/A N/A
36769
Rakesh1002
reposcout Claim
Discover, enrich, and rank GitHub repos for an objective with weighted, evidenc…
N/A N/A
36770
clawmem-ai
An MCP server that leverages a GitHub-compatible API as a durable memory store …
N/A N/A
36771
Ringer
warp Claim
SIP trunking, numbers, porting, messaging, billing, and CDR analytics on the Ri…
N/A N/A
36772
AankitPaudel
An AI agent system that monitors manufacturing equipment health using the Model…
N/A N/A
36773
PsychQuant
che-word-mcp Claim
Swift-native MCP server for Word (.docx) document manipulation. 148 tools for c…
N/A N/A
36774
juannastaken
Connects Claude directly to Roblox Studio for building UI, editing scripts, run…
N/A N/A
36775
giveradar
Search, verify, and compare 8.7M+ charities from official government registries…
36776
btholath
Enables retrieval of annuity client data, payout calculations, and portfolio an…
N/A N/A
36777
mjkid221
MCPal Claim
A lightweight MCP server that enables sending native desktop notifications with…
N/A N/A
36778
fnarel
MCP server providing tools to search Red Hat KCS solutions, retrieve solution d…
36779
yusakuvol
An MCP server that provides calculations for 11 betting methods including Marti…
36780 N/A N/A 95
36781
vnglst
Connects Claude Desktop to your Garmin Connect running data stored locally in S…
36782
CrouchingMuppet
Enables AI assistants to manage Unraid OS via Docker, system calls, and file sy…
N/A N/A
36783
RCOLKITT
Enterprise certification for codebases with multi-agent security, reliability, …
N/A N/A 95
36784
Nodemint-dev
projectmind Claim
Persistent project memory for AI coding agents: one compact digest instead of r…
N/A N/A
36785
ranahaani
gnews-agent Claim
A persistent news intelligence MCP server that enables AI agents to fetch, stor…
36786
allanbchancery
MCP server for managing n8n workflows and executions. Enables listing, activati…
36787
valentin-harrang
MCP server to automate Pull Request creation with AI. Analyzes Git branches, ge…
N/A N/A
36788
sofianbettayeb
Enables querying Google Search Console data, including search analytics, indexi…
N/A N/A
36789
rwestergren
Hosted/gateway-ready Hevy fitness MCP: workouts, routines, templates.
N/A N/A
36790
Checkmarx
Checkmarx Claim
The Checkmarx Security MCP server bridges your AI assistant (Claude, Cursor, Co…
36791
dray-supadev
MCP server for EasyPanel that enables AI agents to manage servers, projects, se…
36792
Goingparabolic
Interventional pain medicine MCP: Medicare checklists, CPT/ICD-10, ASRA, prior-…
N/A N/A
36793
nullnumber1
Enables hybrid search over Telegram community message history, combining full-t…
N/A N/A
36794
lucaspsantana
Custom MCP server integrating ClickUp tasks and docs/wikis via REST API with Pe…
36795
Futurykon
Connects AI agents to the Futurykon prediction platform, enabling them to query…
36796
cassiopeiaym
A tiny Hermes-friendly bridge that exposes oh-my-pi's CLI as MCP tools (prompt …
N/A N/A
36797
Abhinab-Handique
DB_Talk Claim
Enables natural language interaction with SQLite databases using LangChain and …
N/A N/A
36798
feng111222-113
Cross-session persistent memory system using Markdown files and SQLite FTS5 ful…
N/A N/A
36799
jxnxts
mcp-brasil Claim 1
An MCP server that connects AI agents to over 200 tools across 27 Brazilian pub…
81
36800
cerebrixos-org
Fine-tune LLMs on code repos — autocomplete (Cody/QLoRA) and bug-fix (SIERA) ag…
N/A N/A 83
Showing 36751–36800 of 64636 servers
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