MCP Server Quality Scores

Independent quality analysis of 69261 public MCP servers

69261
Discovered
→
33926
Scored
→
2112
Verified
→
16953
Complete

Last updated 0 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
23751
Azure-Samples
eShopLite Claim
eShopLite is a set of reference .NET applications implementing an eCommerce sit…
C 57 4⁄3 ◐ ⏳ 64 12 N/A 57 95 —
23752
mourad-ghafiri
YouTube MCP Server ⚡ Claim
Enables AI agents to extract YouTube video metadata and generate high-quality m…
C 57 4⁄3 ◐ ⏳ 54 28 N/A 49 95 —
23753
ag2-mcp-servers
This MCP server enables interaction with the Open States API, allowing users to…
C 57 4⁄4 ◐ ⏳ 60 55 — 21 81 —
23754
zhr7777777
ECharts MCP Server ⚡ Claim
Enables generation of various chart types (bar, line, pie, scatter, radar, heat…
C 57 4⁄4 ◐ ⏳ 42 62 — 45 80 —
23755
Krupalp525
Connects Fledge functionality to Cursor AI, allowing interaction with Fledge in…
C 57 4⁄4 ◐ ⏳ 60 41 — 40 81 —
23756
izyuumi
An MCP server that enables searching for specific files by name within the curr…
C 57 4⁄3 ◐ ⏳ 51 55 N/A 19 95 —
23757
zhongweili
nanobanana-mcp-server ⚡ Claim 1
A MCP server that provides AI-powered image generation capabilities through Goo…
C 57 4⁄3 ◐ ⏳ 33 46 — 80 81 —
23758
ecadlabs
TezosX MCP ⚡ Claim
Provides Tezos wallet management and blockchain interaction tools for AI agents…
C 57 4⁄4 ◐ ⏳ 48 36 — 68 81 —
23759
muniasamyk
A secure Model Context Protocol implementation that enables AI agents to query …
C 57 4⁄4 ◐ ⏳ 48 68 — 25 80 —
23760
johannesbrandenburger
typst-mcp ⚡ Claim 1
MCP server for Typst, a markup-based typesetting system. It provides tools for …
C 57 4⁄3 ◐ ⏳ 51 30 N/A 57 90 —
23761
Partha-SUST16
MCP Monitor Claim
An observability tool for agentic AI pipelines that intercepts MCP and Python t…
C 57 4⁄4 ◐ ⏳ 76 28 — 32 81 —
23762
turkgent
Mevzuat MCP ⚡ Claim
Provides programmatic access to Turkey's Ministry of Justice Legislation Inform…
C 57 4⁄4 ◐ ⏳ 38 72 — 39 80 —
23763
chartmogul
Enables interaction with the ChartMogul API to manage subscription data, custom…
C 57 4⁄4 ◐ ⏳ 56 43 — 49 80 —
23764
allenday
Solr MCP Claim
A Python server that enables AI assistants to perform hybrid search queries aga…
C 57 4⁄4 ◐ ⏳ 64 26 — 55 80 —
23765
harry-cysic
GhidraMCP ⚡ Claim 1
An MCP server that allows LLMs to autonomously reverse engineer applications by…
C 57 4⁄3 ◐ ⏳ 57 31 N/A 40 95 —
23766
HarrisonTotty
Logseq AI ⚡ Claim
Enables external AI assistants to interact with Logseq graphs through 34 specia…
C 57 4⁄4 ◐ ⏳ 60 37 — 44 84 —
23767
BACH-AI-Tools
Provides tools to retrieve and validate Goods and Services Tax (GST) details us…
C 57 4⁄4 ◐ ⏳ 50 55 — 45 78 —
23768
Jeamee
MCPHub-Desktop Claim 1
Desktop APP for Discover and Install MCP Servers
C 57 4⁄3 ◐ ⏳ 46 30 N/A 68 89 —
23769
sandraschi
OCR-MCP ⚡ Claim
Provides advanced OCR capabilities with multiple state-of-the-art backends (Dee…
C 57 4⁄4 ◐ ⏳ 60 28 — 61 81 —
23770
cabra-lat
Tuya MCP Server ⚡ Claim 1
Provides a note storage system with a custom URI scheme and includes tools for …
C 57 4⁄3 ◐ ⏳ 60 27 N/A 40 95 —
23771
ag2-mcp-servers
An auto-generated MCP server that enables interaction with the OpenAI API, allo…
C 57 4⁄4 ◐ ⏳ 60 55 — 21 81 —
23772
free-free-6
A Node.js service that provides spot trading functionality through the LnExchan…
C 57 4⁄4 ◐ ⏳ 62 55 — 27 76 —
23773
kahliburke
Kaimon.jl Claim
MCP server giving AI agents full access to Julia's runtime via a live Gate — co…
C 57 4⁄3 ◐ ⏳ 64 10 N/A 58 95 — JU
23774
Blacol
A CalDAV-compliant MCP server that enables AI models to manage personal schedul…
C 57 4⁄4 ◐ ⏳ 50 41 — 64 76 —
23775
ag2-mcp-servers
An auto-generated MCP server for Google's Serverless VPC Access API, enabling c…
C 57 4⁄3 ◐ ⏳ 60 47 N/A 21 89 —
23776
Lakr233
Enables iPhone automation through Appium integration, allowing users to control…
C 57 4⁄3 ◐ ⏳ 56 32 N/A 40 95 —
23777
dknell
Provides real-time system metrics and information through a Model Context Proto…
C 57 4⁄4 ◐ ⏳ 60 41 — 41 81 —
23778
BluePointDigital
Freedcamp MCP Server ⚡ Claim 1
A Model Context Protocol server that enables seamless integration with Freedcam…
C 57 4⁄4 ◐ ⏳ 45 62 — 37 81 —
23779
teknologika
Creates professional PowerPoint presentations from Markdown or JSON with intell…
C 57 4⁄4 ◐ ⏳ 56 28 — 63 81 —
23780
Azure-Samples
Sample to create an AI Agent using OpenAI models with any MCP server running on…
C 57 4⁄3 ◐ ⏳ 64 20 N/A 46 92 —
23781
motebus
Ultra MCP-SS Claim
A FastAPI-based MCP server that integrates with smartscreen.tv, allowing you to…
C 57 4⁄4 ◐ ⏳ 42 66 — 36 81 —
23782
eyloni
Oracle for AI agents that need to think past obvious answers. One tool, one rea…
C 57 3⁄3 ◐ ⏳ 42 — — 32 95 —
23783
kanwardeep007
An MCP server for integrating AI models with client applications, allowing for …
C 57 4⁄4 ◐ ⏳ 51 68 — 21 81 —
23784
terzeron
Automates file system operations through natural language commands using a comb…
C 57 4⁄3 ◐ ⏳ 50 57 N/A 16 95 —
23785
timheuer
Sample .NET MCP Server
C 57 3⁄3 ◐ ⏳ 36 N/A N/A 41 95 —
23786
SaravanaGuhan
mcp-guard Claim
Comprehensive security scanner for Model Context Protocol (MCP) servers
C 57 4⁄3 ◐ ⏳ 60 28 N/A 53 87 —
23787
SaseQ
discord-mcp ⚡ Claim 1
A MCP server for the Discord integration. Enable your AI assistants to seamless…
C 57 3⁄3 ◐ ⏳ 33 N/A N/A 45 95 —
23788
8bit-wraith
A robust SSH server facilitating secure remote command execution with TMUX sess…
C 57 4⁄4 ◐ ⏳ 72 32 — 33 81 —
23789
ion-aluminium
Provides AI-powered image generation through Google's Gemini models (Flash and …
C 57 4⁄4 ◐ ⏳ 48 48 — 51 80 —
23790
aindreyway
MCP Server Neurolorap ⚡ Claim 2
MCP server for collecting code from files and directories into a single markdow…
C 57 4⁄4 ◐ ⏳ 65 31 — 44 82 —
23791
liuwanfu
local-stdio-mcp ⚡ Claim
A minimal and extensible local MCP server that provides core utilities like pin…
C 57 3⁄3 ◐ ⏳ 42 N/A N/A 32 95 —
23792
paypal
@paypal/mcp ⚡ Claim
Enables integration with PayPal APIs for managing invoices, payments, disputes,…
C 57 4⁄3 ◐ ⏳ 60 36 — 45 83 —
23793
ricleedo
Enables interaction with multiple Google services including Maps, Finance, Flig…
C 57 4⁄4 ◐ ⏳ 54 58 — 29 81 —
23794
neverl805
ruyipage-mcp ⚡ Claim 2
An MCP server that exposes Firefox browser automation capabilities through the …
C 57 3⁄3 ◐ ⏳ 45 N/A N/A 27 95 —
23795
ipenywis
onemcp-hub Claim
OneMCP feature requests, bugs and improvements
C 57 3⁄3 ◐ ⏳ 40 N/A N/A 33 95 —
23796
glassBead-tc
A Model Context Protocol server that provides a standardized interface for inte…
C 57 4⁄4 ◐ ⏳ 45 72 — 25 82 —
23797
milkymap
MCP4Modal Sandbox ⚡ Claim 1
A Model Context Protocol server that enables LLMs and AI assistants to create, …
C 57 4⁄3 ◐ ⏳ 49 53 N/A 24 95 —
23798
rainer85ah
A modern Model Control Plane (MCP) project that provides a lightweight, extensi…
C 57 4⁄4 ◐ ⏳ 54 56 — 29 81 —
23799
memgraph
mcp-memgraph ⚡ Claim
Memgraph MCP Server - includes a tool to run a query against Memgraph and a sch…
C 57 4⁄3 ◐ ⏳ 60 20 N/A 59 90 —
23800
chemany
A simple HTTP API server that allows users to publish articles, create answers,…
C 57 4⁄3 ◐ ⏳ 42 68 N/A 16 95 —
Showing 23751–23800 of 69261 servers
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