MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 28 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3851
quequiere
perplexity-web-mcp Claim 2
An MCP server that enables AI assistants to perform web searches on Perplexity.…
B 75 55 61 100 N/A 67 95 49
3852
totonga
odsbox-jaquel-mcp Claim 1
A Model Context Protocol (MCP) server for ASAM ODS with odsbox Jaquel query too…
B 75 54 85 38 68 95 90
3853
crosstraffic
HCM-LLM MCP Server Claim
A FastAPI-based server that enables AI assistants to perform Highway Capacity M…
B 75 55 80 58 67 80 90
3854
any4ai
Enables web scraping and crawling capabilities for LLM clients, supporting sing…
B 75 55 69 86 38 81 91
3855
tw3lveparsecs
Provides an interactive dashboard within VS Code Copilot to manage Azure Storag…
B 75 55 94 58 35 80 95
3856
Lutherscottgarcia
MCP Conductor Claim 1
An orchestration system that coordinates multiple MCP servers to eliminate AI s…
B 75 54 90 56 N/A 44 89 88
3857
kuroko1t
webclaw Claim
A WebMCP-native browser agent that runs inside your real Chrome — control it fr…
B 75 54 90 25 N/A 78 95 89
3858
daedalus
mcp-rfc-editor Claim 2
An MCP server that provides rfc editing capabilities
B 75 44 63 N/A N/A 42 95 96
3859
adamlj
Enables capturing screenshots from Android devices over WiFi for UI debugging a…
B 75 55 86 100 N/A 18 95 52
3860
birdwell
Enables access to RuneScape 3 data including real-time Grand Exchange prices, i…
B 75 55 84 58 46 82 98
3861
nanameru
Next.js Docs MCP Claim
Provides AI agents with access to a comprehensive database of 200+ Next.js docu…
B 75 55 78 83 26 81 95
3862
ajbr0wn
Gmail MCP Server Claim 1
An integration server that provides Claude Desktop access to Gmail, enabling us…
B 75 54 86 65 N/A 16 91 100
3863
dwain-barnes
Provides access to UK Environment Agency's real-time flood monitoring data, ena…
B 75 55 94 57 41 83 90
3864
liadgez
TickTick MCP Server Claim 1
A comprehensive Model Context Protocol server providing complete TickTick task …
B 75 55 94 82 46 80 59
3865
sailaoda
A concurrent browser MCP server that supports multiple parallel browser instanc…
B 75 55 90 100 N/A 30 95 41
3866
beverage
Integrates the levelang.app translation API with AI assistants to provide trans…
B 75 55 60 82 56 83 92
3867
XIADENGMA
Enables real-time user intervention for MCP agents through a web UI, allowing u…
B 75 55 72 62 74 82 88
3868
haasonsaas
A Model Context Protocol (MCP) server that provides advanced code analysis and …
B 75 55 96 82 N/A 71 81 36
3869
lowkeyrd
Enable seamless file operations, repository management, and advanced search fun…
B 75 55 80 66 N/A 52 81 92
3870
Knuckles-Team
SearXNG MCP Server Claim
Enables privacy-respecting web searches through SearXNG metasearch engine with …
B 75 55 66 70 67 81 91
3871
angrysky56
Enables philosophical reasoning and concept analysis through NARS non-axiomatic…
B 75 54 96 53 N/A 31 89 93
3872
https-eduardo
Integrates with Clockify to manage time entries through natural language prompt…
B 75 55 88 65 38 78 95
3873
shanewwarren
MCP-SST Claim 1
Enables monitoring and control of the SST development process by streaming dev …
B 75 54 94 52 N/A 31 89 95
3874
ogSINGH
MCP - WCAG 2.1 color contrast checker - contrast ratios, compliance and accessi…
B 75 54 70 57 N/A 55 95 97
3875
Dataojitori
nocturne_memory Claim
A lightweight, rollbackable, and visual Long-Term Memory Server for MCP Agents.…
B 75 54 66 62 N/A 70 87 92
3876
masonbesmer
Enables AI agents to send and receive Discord messages using a user's account t…
B 75 54 68 72 N/A 35 92 100
3877
PetrefiedThunder
MCP Gateway Claim
An enterprise infrastructure layer for the Model Context Protocol that provides…
B 75 55 78 67 55 80 92
3878
mikeysrecipes
A server that integrates the dnstwist DNS fuzzing tool with MCP-compatible appl…
B 75 54 78 57 N/A 41 95 96
3879
Gorav22
TerminusAI Claim
Execute terminal commands locally or remotely via SSH with session persistence …
B 75 54 94 53 N/A 48 84 90
3880
je4550
Review MCP Server Claim
Enables Claude to perform thorough code reviews by integrating with Codex and G…
B 75 55 78 75 N/A 28 95 88
3881
aws-solutions-library-samples
Enterprise-grade MCP server for SAP ABAP development, enabling AI-powered codin…
B 75 54 88 43 44 95 96
3882
davidorex
Facilitates AI session handoffs and next steps tracking through project-based o…
B 75 55 90 100 N/A 22 95 46
3883
Combjellyshen
zotero-bridge Claim 2
MCP Server for Zotero SQLite Database - collection, tagging, PDF reading and mo…
B 75 54 75 63 N/A 54 88 89
3884
ssdeanx
An MCP tool enabling structured thinking and analysis across multiple AI platfo…
B 75 55 90 56 60 80 84
3885
chennachandrika
A basic example of developing and running serverless Model Context Protocol (MC…
B 75 66 78 75 85 21 81 96
3886
PrinceGupta1999
Graylog MCP Server Claim
Enables AI assistants to query and analyze logs from Graylog instances using un…
B 75 55 80 70 45 80 92
3887
spacemeowx2
A server for managing Rust documentation that enables users to check, build, an…
B 75 55 78 100 N/A 48 90 45
3888
keli-wen
mcp_chatbot Claim
A chatbot implementation compatible with MCP (terminal / streamlit supported)
B 75 54 90 43 N/A 53 87 97
3889
Azure-Samples
The Architecture Review Agent is an open-source AI agent sample that reviews so…
B 75 54 76 61 N/A 52 90 90
3890
kritsxxxiva-sudo
cli Claim
B 75 54 90 41 N/A 58 90 93
3891
nutstrut
Remote-first MCP adapter for emitting Settlement Attestation Receipts; not a ve…
B 75 66 86 66 98 50 81 59
3892
DrunkOnJava
A basic example of developing and running serverless Model Context Protocol (MC…
B 75 66 78 75 85 21 81 93
3893
avac22
Tavily MCP Server Claim
Provides AI assistants with real-time web search, intelligent data extraction f…
B 75 55 84 71 42 81 86
3894
tonybentley
Enables AI assistants to access and analyze NOAA electronic navigational charts…
B 75 54 84 65 N/A 36 92 88
3895
harshitdynamite
Enables authentication and interaction with DhanHQ trading APIs through OAuth-b…
B 75 55 96 62 24 80 98
3896
ergrato-dev
A comprehensive free bootcamp that teaches the creation of Model Context Protoc…
B 75 54 72 63 N/A 40 95 100
3897
privetin
Enables interaction with the Hugging Face Dataset Viewer API, allowing users to…
B 75 55 86 68 41 81 90
3898
yhc0712
Enables AI assistants to interact with Actual Budget for personal finance manag…
B 75 55 72 72 43 81 100
3899
GofMan5
Think MCP Claim
Enables structured step-by-step reasoning with branching, revisions, and self-c…
B 75 54 72 62 N/A 54 95 88
3900
KasperskyLab
Kaspersky OpenTIP Model Context Protocol Server. This server gives access to Ka…
B 75 55 66 68 60 81 98
Showing 3851–3900 of 67181 servers
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