MCP Server Quality Scores

Independent quality analysis of 69236 public MCP servers

69236
Discovered
→
33911
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
22701
Devin-AXIS
A2V Claim
A2V: Next-Gen AI Value Compute Protocol. …
C 64 4⁄3 ◐ ⏳ 72 46 N/A 33 95 —
22702
CDataSoftware
This read-only MCP Server allows you to connect to Sage 50 UK data from Claude …
C 64 3⁄3 ◐ ⏳ 58 N/A N/A 33 95 —
22703
steipete
Peekaboo MCP ⚡ Claim
A macOS utility that captures screenshots and analyzes them with AI vision, ena…
C 64 4⁄3 ◐ ⏳ 60 25 N/A 84 95 —
22704
neurondb
neurondb Claim
PostgreSQL extension for vector search, embeddings, and ML, plus NeuronAgent ru…
C 64 4⁄3 ◐ ⏳ 64 36 N/A 62 95 — C
22705
dipseth
This MCP server provides comprehensive Google Workspace integration (Gmail, Dri…
C 64 4⁄3 ◐ ⏳ 58 38 N/A 73 92 —
22706
vespo92
Provides AI assistants with complete access to the Mindbody API for fitness and…
C 64 4⁄4 ◐ ⏳ 64 31 — 85 81 —
22707
mcp-wp
ai-command Claim
Control WordPress using WP-CLI, AI, and MCP.
C 64 3⁄3 ◐ ⏳ 50 N/A N/A 48 95 —
22708
RaiAnsar
Connects Claude Code with multiple AI models (Gemini, Grok-3, ChatGPT, DeepSeek…
C 64 4⁄4 ◐ ⏳ 90 31 — 43 81 —
22709
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
C 64 3⁄3 ◐ ⏳ 58 N/A N/A 33 95 —
22710
ai-debugger-inc
AI Debugger ⚡ Claim 1
Bringing the debugging we know and love as human programmers to our AI agents –…
C 64 4⁄3 ◐ ⏳ 60 32 N/A 76 94 —
22711
SeunghoHong
quick-reminder-mcp ⚡ Claim 1
Enables users to add tasks to Apple Reminders through natural language commands…
C 64 3⁄3 ◐ ⏳ 60 N/A N/A 30 95 —
22712
infobip
Infobip OpenAPI MCP is a framework for exposing OpenAPI documented HTTP APIs as…
C 64 4⁄3 ◐ ⏳ 60 38 N/A 66 95 —
22713
jwadow
mcp-excel ⚡ Claim 1
Enables AI agents to analyze Excel files through atomic operations like filteri…
C 64 4⁄3 ◐ ⏳ 79 30 N/A 50 90 —
22714
munch-group
GitHub CLI MCP Server ⚡ Claim 2
An MCP server that wraps the GitHub CLI to provide comprehensive access to repo…
C 64 4⁄3 ◐ ⏳ 71 47 N/A 39 90 —
22715
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
C 64 3⁄3 ◐ ⏳ 58 N/A N/A 33 95 —
22716
andrijdavid
vinted-mcp ⚡ Claim 4
MCP Server for Vinted that allows to search items, compare prices, and analyze …
C 64 3⁄3 ◐ ⏳ 71 N/A N/A 50 67 —
22717
ljdigital
Gives any MCP-compatible AI agent instant access to the Australian Business Reg…
C 64 3⁄3 ◐ ⏳ 64 — — 39 83 —
22718
Evan-Kim2028
Igloo MCP ⚡ Claim
Enables AI assistants to interact with Snowflake databases through SQL queries,…
C 64 4⁄4 ◐ ⏳ 64 38 — 78 81 —
22719
justmytwospence
Strava MCP Server ⚡ Claim 1
An MCP server that enables interaction with the Strava API v3 to manage fitness…
C 64 4⁄4 ◐ ⏳ 63 72 — 30 81 —
22720
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
C 64 3⁄3 ◐ ⏳ 58 N/A N/A 33 95 —
22721
dcSpark
MCP Helius ⚡ Claim 1
A Model Context Protocol server that provides Claude with comprehensive access …
C 64 4⁄4 ◐ ⏳ 69 46 — 64 76 —
22722
justmert
HashPilot ⚡ Claim 1
A Model Context Protocol server that enables AI assistants to interact with Hed…
C 63 4⁄4 ◐ ⏳ 81 38 — 46 80 —
22723
Sengtocxoen
SAST MCP Server ⚡ Claim
Integrates 15+ static application security testing tools (Semgrep, Bandit, Truf…
C 63 4⁄4 ◐ ⏳ 90 31 — 43 76 —
22724
Geddart
RV MCP Server ⚡ Claim
Bridges AI assistants to Autodesk RV for managing media review sessions through…
C 63 4⁄3 ◐ ⏳ 72 32 N/A 64 84 —
22725
yoelbassin
GnuRadio ⚡ Claim
GnuRadio
C 63 4⁄3 ◐ ⏳ 56 51 N/A 50 95 —
22726
mattweg
YNAB MCP ⚡ Claim 1
A Model Context Protocol server that enables Claude Code to interact with You N…
C 63 4⁄4 ◐ ⏳ 81 45 — 31 81 —
22727
dpesch
MantisBT MCP Server ⚡ Claim 1
Integrates MantisBT bug tracker into Claude and other MCP clients via the REST …
C 63 4⁄4 ◐ ⏳ 94 0 — 73 78 —
22728
airmcp-com
A self-learning AI standards system that automatically detects patterns from us…
C 63 4⁄3 ◐ ⏳ 72 12 N/A 75 95 —
22729
78degrees
ghosthunt ⚡ Claim
Find every leaked secret on your machine — API keys in .env files, shell histor…
C 63 3⁄3 ◐ ⏳ 62 N/A N/A 37 83 —
22730
flyanima
Open Search MCP ⚡ Claim
A comprehensive Model Context Protocol server providing 33 specialized research…
C 63 4⁄3 ◐ ⏳ 64 36 N/A 57 95 —
22731
joreilly
GalwayBus Claim
Galway Bus Kotlin Multiplatform project using Jetpack Compose and SwiftUI
C 63 3⁄3 ◐ ⏳ 44 N/A N/A 51 95 —
22732
agenerationforwordz-tech
strata Claim
Self-hosted AI memory server. Persistent memory on your hardware, not the cloud.
C 63 3⁄3 ◐ ⏳ 72 N/A N/A 30 78 —
22733
lingfan
Provides AI clients access to TdxQuant/通达信 financial data and trading capabilit…
C 63 3⁄3 ◐ ⏳ 54 N/A N/A 37 95 —
22734
rjmurillo
ai-agents ⚡ Claim
Multi-agent system for software development
C 63 4⁄3 ◐ ⏳ 56 33 N/A 78 90 — MA
22735
jaspertvdm
Bridge to a local Ollama server for running Llama, Mistral, Qwen and other loca…
C 63 3⁄3 ◐ ⏳ 54 N/A N/A 37 95 —
22736
mojenmojen
Enables AI-powered task management in OmniFocus with support for project review…
C 63 4⁄3 ◐ ⏳ 54 65 N/A 31 95 —
22737
nisalgunawardhana
This guide will help you set up a basic MCP (Model Context Protocol) server in …
C 63 3⁄3 ◐ ⏳ 48 N/A N/A 45 95 —
22738
MingHuiLiu
Enables AI assistants to interact with running Godot 4 C# games in real-time, p…
C 63 3⁄3 ◐ ⏳ 48 N/A N/A 44 95 —
22739
etep82
JPI MCP Server ⚡ Claim 1
Enables AI assistants to interact with the Just Plan It (JPI) job scheduling an…
C 63 4⁄4 ◐ ⏳ 78 55 — 32 76 —
22740
pazuzu1w
A secure protocol server that allows AI assistants to safely interact with Ubun…
C 63 4⁄4 ◐ ⏳ 72 45 — 50 81 —
22741
gethyper
mcp-ytmusic ⚡ Claim
Enables users to search the YouTube Music catalog and manage playlists using na…
C 63 3⁄3 ◐ ⏳ 60 N/A N/A 24 95 —
22742
19-84
redd-archiver ⚡ Claim
A PostgreSQL-backed archive generator that creates browsable HTML archives from…
C 63 4⁄3 ◐ ⏳ 58 31 N/A 72 95 —
22743
vdlaptrinh
mcp4xiaozhi Claim
Provides MCP tools for Vietnamese 'On this day' history events, latest VNExpres…
C 63 3⁄3 ◐ ⏳ 60 N/A N/A 25 95 —
22744 C 63 3⁄3 ◐ ⏳ 60 N/A N/A 24 95 —
22745
berthojoris
SQLite MCP Server ⚡ Claim
Enables secure and controlled access to SQLite databases through the Model Cont…
C 63 4⁄3 ◐ ⏳ 78 33 N/A 35 95 —
22746
RipperMercs
TensorFeed ⚡ Claim
AI news, model pricing, service status, and machine-payable premium tools. AFTA…
C 63 3⁄3 ◐ ⏳ 54 — — 53 83 —
22747
surrealdb
surrealmcp ⚡ Claim
The official MCP server for SurrealDB
C 63 4⁄3 ◐ ⏳ 56 46 N/A 59 90 —
22748
deflang
infura-mcp ⚡ Claim
Query blockchains with plain English — instant, structured, and developer-frien…
C 63 4⁄4 ◐ ⏳ 76 41 — 48 81 —
22749
jaskirat1616
Enables AI-powered parametric CAD design in Autodesk Fusion 360 through natural…
C 63 4⁄3 ◐ ⏳ 42 73 N/A 43 95 —
22750
IMAGIN-studio
Semantic search over IMAGIN.studio API documentation — CDN, API, integration gu…
C 63 3⁄3 ◐ ⏳ 54 N/A N/A 37 95 —
Showing 22701–22750 of 69236 servers
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