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
23701
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 —
23702
mondaycom
vibe Claim
🎨 Vibe Design System - Official monday.com UI resources for application develop…
C 57 4⁄3 ◐ ⏳ 60 17 N/A 57 94 —
23703
OneCuriousLearner
TAPD Data Fetcher ⚡ Claim
A Python MCP server that retrieves requirements and bug data from TAPD platform…
C 57 4⁄4 ◐ ⏳ 62 38 — 44 80 —
23704
nideil
mcp-server-docker ⚡ Claim
mcp-server-docker
C 57 3⁄3 ◐ ⏳ 42 N/A N/A 31 95 —
23705
huazhengwang
Notion MCP Server ⚡ Claim
An auto-generated Multi-Agent Conversation Protocol server that enables interac…
C 57 4⁄4 ◐ ⏳ 60 57 — 21 81 —
23706
ag2-mcp-servers
A Multi-Agent Conversation Protocol server that provides access to the New York…
C 57 4⁄4 ◐ ⏳ 60 60 — 21 76 —
23707
Adeptus-Innovatio
solvitor-mcp Claim
Solvitor MCP server provides tools to access reverse engineering tools that hel…
C 57 4⁄3 ◐ ⏳ 48 60 N/A 25 89 —
23708
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 —
23709
SaravanaGuhan
mcp-guard Claim
Comprehensive security scanner for Model Context Protocol (MCP) servers
C 57 4⁄3 ◐ ⏳ 60 28 N/A 53 87 —
23710
zcaceres
builtwith-api ⚡ Claim
TypeScript library, MCP, and agent-friendly CLI for the BuiltWith API.
C 57 4⁄3 ◐ ⏳ 60 0 N/A 78 94 —
23711
sandraschi
OCR-MCP ⚡ Claim
Provides advanced OCR capabilities with multiple state-of-the-art backends (Dee…
C 57 4⁄4 ◐ ⏳ 60 28 — 61 81 —
23712
turkgent
Mevzuat MCP ⚡ Claim
Provides programmatic access to Turkey's Ministry of Justice Legislation Inform…
C 57 4⁄4 ◐ ⏳ 38 72 — 39 80 —
23713
terzeron
Automates file system operations through natural language commands using a comb…
C 57 4⁄3 ◐ ⏳ 50 57 N/A 16 95 —
23714
digidenone
AI-Powered Security Scanner for LLMs. Detects vulnerabilities and syncs with Sy…
C 57 4⁄3 ◐ ⏳ 48 43 N/A 49 87 —
23715
ag2-mcp-servers
An auto-generated MCP server that enables interaction with the OpenAI API, allo…
C 57 4⁄4 ◐ ⏳ 60 55 — 21 81 —
23716
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 —
23717
marias1lva
Automatically discovers GraphQL APIs through introspection and generates table-…
C 57 4⁄4 ◐ ⏳ 64 37 — 39 81 —
23718
hotlogin-browser
hotlogin-mcp ⚡ Claim 1
MCP server for HotLogin Local API that enables AI agents to manage browser envi…
C 57 3⁄3 ◐ ⏳ 39 N/A N/A 35 95 —
23719
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 —
23720
chartmogul
Enables interaction with the ChartMogul API to manage subscription data, custom…
C 57 4⁄4 ◐ ⏳ 56 43 — 49 80 —
23721
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 —
23722
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 —
23723
huazhengwang
MCP Server ⚡ Claim
A Multi-Agent Conversation Protocol Server that interfaces with the Exa Search …
C 57 4⁄4 ◐ ⏳ 60 61 — 21 76 —
23724
BACH-AI-Tools
Provides tools to retrieve and validate Goods and Services Tax (GST) details us…
C 57 4⁄4 ◐ ⏳ 50 55 — 45 78 —
23725
KunihiroS
Extracts structured key-value pairs from arbitrary, noisy, or unstructured text…
C 57 4⁄4 ◐ ⏳ 72 28 — 39 80 —
23726
chakarai1234
Provides real-time news feeds from major Singapore news sources including The S…
C 57 4⁄4 ◐ ⏳ 62 50 — 24 81 —
23727
OpenLinkSoftware
mcp-server-jdbc Claim 1
An MCP server for generic Database Management System (DBMS) Connectivity via th…
C 57 3⁄3 ◐ ⏳ 39 N/A N/A 36 95 —
23728
muniasamyk
A secure Model Context Protocol implementation that enables AI agents to query …
C 57 4⁄4 ◐ ⏳ 48 68 — 25 80 —
23729
HarrisonTotty
Logseq AI ⚡ Claim
Enables external AI assistants to interact with Logseq graphs through 34 specia…
C 57 4⁄4 ◐ ⏳ 60 37 — 44 84 —
23730
bassem-elsodany
MCP Excel Server ⚡ Claim 1
An MCP server that enables AI agents to automate Excel file operations includin…
C 57 4⁄3 ◐ ⏳ 61 38 N/A 29 92 —
23731
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 —
23732
Jeamee
MCPHub-Desktop Claim 1
Desktop APP for Discover and Install MCP Servers
C 57 4⁄3 ◐ ⏳ 46 30 N/A 68 89 —
23733
dknell
Provides real-time system metrics and information through a Model Context Proto…
C 57 4⁄4 ◐ ⏳ 60 41 — 41 81 —
23734
ProbonoBonobo
MCP RAG Server ⚡ Claim
A Machine Conversation Protocol server that enables AI agents to perform Retrie…
C 57 4⁄3 ◐ ⏳ 48 58 N/A 20 95 —
23735
sentilabs01
MCP Hub Claim
A unified AI and automation command center that allows users to interact with m…
C 57 4⁄4 ◐ ⏳ 72 38 — 24 81 —
23736 C 57 4⁄3 ◐ ⏳ 60 26 N/A 42 95 —
23737
gaharivatsa
Provides seamless access to Kibana and Periscope logs through a unified API wit…
C 57 4⁄4 ◐ ⏳ 48 70 — 24 81 —
23738
moz411
Enables control of Open Brush 3D painting software through natural language com…
C 57 4⁄3 ◐ ⏳ 62 25 N/A 43 92 —
23739
xinyousuozhi
Academic MCP ⚡ Claim
Enables AI tools to search and retrieve data from various South Korean and Japa…
C 57 4⁄4 ◐ ⏳ 42 66 — 35 82 —
23740
paypal
@paypal/mcp ⚡ Claim
Enables integration with PayPal APIs for managing invoices, payments, disputes,…
C 57 4⁄3 ◐ ⏳ 60 36 — 45 83 —
23741
BACH-AI-Tools
Enables access to LinkedIn data through the Li Data Scraper API, supporting pro…
C 57 4⁄4 ◐ ⏳ 50 55 — 45 78 —
23742
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 —
23743
Felipemc13
Advanced task automation system that reads codebases, divides complex tasks int…
C 57 4⁄3 ◐ ⏳ 54 26 N/A 51 95 —
23744
itsyashvardhan
A Python-based microservice that scrapes, deduplicates, and stores fresh job li…
C 57 4⁄3 ◐ ⏳ 48 57 N/A 25 92 —
23745
chemany
A simple HTTP API server that allows users to publish articles, create answers,…
C 57 4⁄3 ◐ ⏳ 42 68 N/A 16 95 —
23746
sanity-io
Deprecated: Use the remote MCP server at https://mcp.sanity.io instead.
C 57 3⁄3 ◐ ⏳ 44 N/A N/A 28 95 —
23747
keithah
Manage your Hostex vacation rentals—properties, reservations, availability, lis…
C 57 5⁄5 ◐ ⏳ 76 65 0 66 74 —
23748 C 57 3⁄3 ◐ ⏳ 48 N/A N/A 23 95 —
23749
MCP-Domotica
Enables control and management of smart home devices across multiple rooms thro…
C 57 4⁄3 ◐ ⏳ 48 57 N/A 26 90 —
23750
cceniam
rf-log-mcp ⚡ Claim 1
An MCP server for analyzing Robot Framework test results. It provides LLMs with…
C 57 3⁄3 ◐ ⏳ 39 N/A N/A 35 95 —
Showing 23701–23750 of 69261 servers
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