MCP Server Quality Scores

Independent quality analysis of 44526 public MCP servers

44526
Discovered
29489
Scored
2111
Verified
16952
Complete

Last updated 1 hour, 18 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1751
intersystems-community
Enables AI-powered medical information retrieval through FHIR clinical document…
B 79 55 96 57 64 81 91
1752
oscargavin
Enables Claude to interact with Oscribble task projects through natural languag…
B 79 54 90 55 N/A 52 90 100
1753
vimo-ai
Memex Claim
Enables searching and retrieving Claude Code conversation history that would ot…
B 79 54 100 37 N/A 66 95 93
1754
GDWN-BLDR
StateWeave Claim 1
Cross-framework cognitive state serializer for AI agents. Export, import, and d…
B 79 55 96 52 78 82 86
1755
rturv
MCP PDF Reader Claim 1
A Model Context Protocol server that enables the extraction of text, metadata, …
B 79 54 75 58 N/A 75 92 99
1756
tandemai-inc
rdkit-mcp-server Claim
MCP server that enables language models to interact with RDKit through natural …
B 79 54 90 58 N/A 58 94 91
1757
vpro1032
Enables AI assistants to interact with Neo4j graph databases through natural la…
B 79 55 100 61 47 80 96
1758
guptabhishek
Provides unified web search across multiple providers (Google, Tavily, DuckDuck…
B 79 55 90 63 60 81 96
1759
wso2
fhir-mcp-server Claim
Model Context Protocol server for Fast Healthcare Interoperability Resources (F…
B 79 55 84 66 72 83 91
1760
aj-geddes
Terry-Form MCP Claim
A secure, containerized MCP server that enables AI assistants to manage Terrafo…
B 79 54 84 51 N/A 75 92 95
1761
jinwon-antbotcore
AntBot MCP Server Claim
Enables integration with AntBot, an AI-based RPA platform, allowing users to li…
B 79 54 90 70 N/A 44 84 96
1762
dangogh
Provides current weather conditions and 5-day forecasts for any location using …
B 79 55 92 68 43 82 100
1763
anirudhyadavMS
YouTube MCP Server Claim
Enables YouTube content browsing, video searching, and metadata retrieval via t…
B 79 55 86 68 54 82 100
1764
alexarevalo9
ticktick-mcp-server Claim 1
MCP server for TickTick API enabling task management, project organization, hab…
B 79 55 88 100 41 94 56
1765
aquarius-wing
Provides dual-perspective analysis through alternating actor (creator/performer…
B 79 54 90 67 N/A 42 92 91
1766
Damien829
65+ AI tools as MCP: research, write, code, scrape, translate, RAG, agent memor…
B 79 66 75 96 92 42 69 87
1767
RestDB
Enables AI agents to manage databases, deploy serverless JavaScript functions, …
B 79 55 86 100 54 81 63
1768
khairulimran-97
Connects AI assistants to the Bayarcash payment gateway API, enabling users to …
B 79 55 84 77 45 81 97
1769
panbanda
omen Claim
Multi-language code analysis for complexity, debt, hotspots, ownership, and def…
B 79 54 90 31 N/A 85 94 99
1770
pebbletek
cribl-mcp Claim
This server acts as a MCP bridge to interact with the Cribl REST API. It allows…
B 79 55 78 76 63 77 99
1771
rog0x
time Claim
Timezone, dates, cron, timestamps for AI agents
B 79 44 72 N/A N/A 40 95 100
1772
Aboodtt404
mcp-menesesdk Claim
19-chain DeFi gateway for AI assistants for Menese Protocol
B 79 54 84 68 N/A 55 89 91
1773
aparajithn
agent-utils-mcp Claim
Swiss-army-knife utility server for AI agents. 18 tools including JSON validati…
B 79 66 78 66 100 42 82 100
1774
vladkarpman
screen-buffer-mcp Claim 1
An MCP server that enables high-speed Android screenshot capture with ~50ms lat…
B 79 54 75 58 N/A 78 91 99
1775
Brahim-Benzarti
Enables AI agents to interact with live Shopify stores through Admin and Storef…
B 79 55 90 72 61 80 88
1776
dhofheinz
MCP ComfyUI Flux Claim 1
Enables AI image generation using FLUX models through ComfyUI with GPU accelera…
B 79 54 84 62 N/A 60 90 94
1777
llmsresearch
paperbanana Claim
Open source implementation and extension of Google Research’s PaperBanana for a…
B 79 54 76 56 N/A 90 90 90
1778
architectds
mathgraphs-mcp Claim
Math & statistics graphing, computation, visualization, and validation engine
B 79 54 67 100 N/A 34 90 95
1779
itiliti
autotask-mcp Claim 1
B 79 54 84 73 N/A 41 95 91
1780
gpartin
WaveGuardClient Claim 1
Physics-based anomaly detection via MCP. Uses Klein-Gordon wave equations on GP…
B 79 66 96 66 73 75 80 82
1781
operantlabs
operant-mcp Claim
Security testing MCP server with 51 tools for penetration testing, network fore…
B 79 44 72 55 95 90
1782
lightos
Interactive Shell MCP Claim 1
Enables LLMs to create and manage persistent, interactive shell sessions with f…
B 79 54 100 56 N/A 48 87 97
1783
ChanMeng666
Google News integration with automatic topic categorization, multi-language sup…
B 79 55 94 68 57 80 91
1784
Whitemarmot
copyright01 Claim
Copyright deposit API — protect code, text, and websites with Berne Convention …
B 79 66 84 75 86 41 81 96
1785
laf-rge
quickbooks-mcp Claim 1
MCP server for QuickBooks Online API integration
B 79 55 79 100 N/A 56 75 79
1786
ofershap
cursor-usage Claim
Enterprise AI coding usage analytics — track spend, model usage, and costs acro…
B 79 54 72 72 N/A 58 92 100
1787
Badhansen
notion-mcp Claim
A Model Context Protocol (MCP) server that integrates with Notion's API to mana…
B 79 55 94 67 50 78 100
1788
adenot
MCP Google Server Claim 1
Provides web search capabilities using Google Custom Search API, enabling users…
B 79 55 78 70 69 80 100
1789
yohasacura
Draw.io MCP Server Claim 2
Enables AI assistants to create and edit draw.io diagrams programmatically, sup…
B 79 55 63 82 N/A 74 95 81
1790
kaliaboi
mcp-zotero Claim 2
A connector for LLMs to work with collections and sources on your Zotero Cloud
B 79 55 94 72 41 80 99
1791
SebastianBaltes
Enables Claude Code to interact with Linux X11 desktops by performing mouse act…
B 79 55 78 91 N/A 27 95 89
1792
electricessence
Bridges AI assistants to a Telegram bot to enable two-way messaging, interactiv…
B 79 55 84 72 64 82 89
1793
jamsocket
ForeverVM Claim
The sessionless code interpreter. Securely run AI-generated code in stateful s…
B 79 55 84 70 60 80 95
1794
verygoodplugins
MCP Toggl Server Claim
Enables time tracking and reporting through Toggl Track integration with intell…
B 79 55 90 68 54 81 98
1795
shipitsteven
Provides symbolic reasoning capabilities by converting natural language logical…
B 79 55 84 82 39 81 96
1796
RichardHan
A Model Context Protocol server that enables secure interaction with Microsoft …
B 79 55 81 70 68 76 100
1797
everaldo
mcp-mistral-ocr Claim
OCR images or pdfs, locally or by URLs by using Mistral OCR API (paid)
B 79 55 90 68 51 80 100
1798
cyanheads
GitHub MCP Server Claim 1
A Model Context Protocol server that enables LLM agents to manage GitHub reposi…
B 79 55 85 72 52 81 100
1799
WhitneyDesignLabs
cnc-fluidnc-mcp Claim 1
An MCP server that enables Claude to control CNC routers running FluidNC firmwa…
B 79 44 69 N/A N/A 53 95 96
1800
KaiErikNiermann
pypreset Claim
Scaffold Python projects from YAML presets, augment existing projects with CI/t…
B 79 54 84 60 N/A 62 95 90
Showing 1751–1800 of 44526 servers
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