MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31840
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 7 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
42901
ttpears
An MCP server for MediaWiki instances with multi-wiki support, providing full r…
N/A N/A
42902
plurity-ai
plurity-mcp Claim
Unified MCP server for Plurity's Audit (GEO readiness), Toll (agent traffic & l…
42903
dhtim135
A lightweight MCP server for personal Microsoft Outlook/Hotmail accounts, enabl…
N/A N/A
42904
idamadam
Botany MCP Claim
Remote MCP server for authoritative plant information from the VicFlora API. En…
42905
vahagn-madatyan
MCP server for managing Juniper Mist networks with AI assistants. Monitor, trou…
42906
hypen-code
Enables AI assistants to interact with ArgoCD APIs through standardized MCP too…
N/A N/A
42907
Acidni-LLC
Exposes Cannabis Data Exchange Standard (CDES) v1 JSON schemas, reference data …
42908
buddhistrhythm
Enables AI-powered household management including inventory tracking, restock p…
N/A N/A
42909
pipeworx-io
Enables searching and querying Île-de-France open data datasets (transport, env…
42910
VictorNain26
An MCP server that enables AI agents to search, retrieve, and curate free stock…
42911
guguborbh
An MCP server for comprehensive video analysis — AI-powered transcription, visu…
42912
dex-original
Enables AI assistants to interact with OKX cryptocurrency exchange, providing t…
N/A N/A
42913
l0kifs
Analyzes Python project structure by exploring directory trees, extracting outl…
N/A N/A
42914
Rishav0123
Sentimatix Claim
Real-time NSE/BSE stock sentiment, news NLP, technical analysis & RAG search vi…
42915
wangkang1133
Allows AI clients to see and control Windows 10/11 desktops via MCP, with scree…
42916
shazforiot
Demo MCP server that provides weather data for cities, with tools to get weathe…
N/A N/A
42917
leolobato
Enables LLM agents to control Bambu Lab 3D printers via the bambu-gateway HTTP …
N/A N/A
42918
jude-stiel
nexudus-mcp Claim
Enables natural language booking and management of rooms in Nexudus coworking s…
N/A N/A
42919
EarthChen
MCP server that establishes feedback-oriented development workflows with dual W…
42920
1clawAI
1Claw Vault Claim
HSM-backed vault secrets for AI agents (JIT fetch) plus prompt-injection and th…
N/A N/A
42921
AgentX-ai
Enables AI assistants to access Yahoo Finance data including stock information,…
42922
zhang-firmware
Enables reading UART logs from Windows serial ports and sending text to the UAR…
N/A N/A
42923
nebuloss
Stateful radare2 MCP server tailored for reverse-engineering WiFi firmware, wit…
N/A N/A
42924
cognitivemyriad
Stale-proof repository memory with citations + just-in-time verification + TTL …
N/A N/A 83
42925
brocla
Enables AI assistants to perform real network diagnostics on the local machine,…
N/A N/A
42926
gunsnation
The Gunsnation MCP Server is a lightweight integration layer that exposes the G…
42927
clauxel
PII scanning and redaction receipts for LLM traces and tool payloads.
42928
ampcome-mcps
Enables LLMs to securely execute code and manage reusable tools using Riza's is…
N/A N/A
42929
SSShogunn
Lens MCP Claim
Provides browser-grade web access by rendering pages to markdown, taking screen…
N/A N/A
42930
CepharsBonacci
Provides AI-powered trading analytics and coaching by analyzing historical trad…
N/A N/A
42931
sathvic-kollu
standup-mcp Claim
Generates daily standup drafts from your actual GitHub, Jira, Linear, and Slack…
N/A N/A
42932
zacacollier
Provides real-time cryptocurrency market data from the Kraken Pro exchange, inc…
42933
anaseqal
Universal Python code execution MCP server that lets LLMs write and run Python …
N/A N/A
42934
mcneel
RhinoMCP Claim
A Rhino MCP Server for AI Agents to create and edit Rhino.
N/A N/A
42935
abossard
Enables AI assistants to control a local LedFX instance through natural languag…
N/A N/A
42936
oneill9
Community-built server providing real-time London transport data via the TfL Un…
N/A N/A
42937
OrygnsCode
OPA MCP Claim
Author, validate, debug, and explain OPA Rego policies through any MCP-compatib…
N/A N/A
42938
shuji-bonji
Enables retrieval and full-text search of Japanese National Tax Agency document…
N/A N/A
42939
NeoNexAI
Integrates Presto construction budgeting software with Claude Code, enabling an…
42940
Future-Proof-DS
Exposes PostgreSQL database operations as tools for AI assistants, allowing SQL…
42941
IsaacEryn
A11y Check Claim
Web accessibility scanning (WCAG 2.2 AA + KWCAG 2.2) with Korean remediation gu…
N/A N/A
42942
empezarcero
pov Claim
Enables LLM agents to capture screenshots, control mouse/keyboard, and manage w…
N/A N/A
42943
facar8719-crypto
Gemini MCP Claim
Connects Claude.ai with Google's Gemini API to generate images and videos using…
42944
luiz-santos-it
anki-mcp Claim
Exposes Anki as a set of tools for LLM clients, enabling note creation, search,…
N/A N/A
42945
Rasyidarfan
Enables AI assistants to access official Indonesian statistical data (BPS) thro…
N/A N/A
42946
MHNahib
A stateless MCP server that exposes arithmetic operations (add, subtract, multi…
42947
Sanchita-8756
Tableau MCP Claim
A suite of developer primitives that enable AI applications to integrate with T…
N/A N/A
42948
GRAMMAC1
error2fix Claim
Provides coding agents with compressed failure context via MCP, reducing the ne…
N/A N/A
42949
Mdskun
A production-ready MCP server enabling Claude and other LLMs to perform intelli…
N/A N/A
42950
achmadya-dev
drawio Claim
MCP server for creating and editing diagrams using draw.io. Allows generating d…
Showing 42901–42950 of 66534 servers
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