MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31851
Scored
2112
Verified
16953
Complete

Last updated 52 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40851
stackblaze
rabbitmq-mcp Claim
Enables LLM agents to manage RabbitMQ queues, exchanges, and shovels via MCP to…
40852
alexpekach
Local-first Gmail MCP server using PKCE + loopback OAuth flow that stores refre…
N/A N/A
40853
AaryaBhusal
ctfd-mcp Claim
Enables users to list CTFd challenges, read details, start/stop dynamic Docker …
40854
wyre-technology
A Model Context Protocol server for ConnectWise Automate with decision tree arc…
40855
guptaprakhariitr
Enables package tracking across multiple carriers by auto-detecting the carrier…
40856
elmuz
A security-first MCP server that gives AI assistants controlled, safe access to…
N/A N/A
40857
neoai-agent
rds-mcp Claim
Enables monitoring and analysis of Amazon RDS (MySQL, PostgreSQL) instances, me…
40858
kendrickjr
Enables AI-powered procurement policy compliance, document generation, supplier…
40859
0xAkuti
Multi-AI Consensus Tool: Query multiple AI models in parallel, synthesize respo…
40860
rijul170
Brings the full AlertLogic MDR platform into AI assistants, exposing 473+ tools…
40861
humanforai
Human For AI Claim
Hire a real human for real-world verification, product testing, AI output revie…
40862
dcc-mcp
dcc-mcp-fpt Claim
Bridges AI assistants to Autodesk ShotGrid (Flow Production Tracking) data, ena…
40863
codingthefuturewithai
An MCP server that analyzes local or remote GitHub repositories, providing inte…
40864
zenkodr
Enables AI agents to interact with Novu's notification infrastructure, supporti…
40865
onori
Enables retrieval of historical stock data from Yahoo Finance through a simple …
40866
Deep-Intelligent-Pharma
A server that provides translation capabilities using TranslationX API, enablin…
N/A N/A
40867
Soil911
atlaspi Claim
Historical geography for AI agents: polities, GeoJSON borders, chains & events,…
N/A N/A
40868
dudi07
Provide real-time weather information and forecasts to your applications. Enabl…
N/A N/A 95
40869
wearesage
A collection of tools that enable AI assistants to interact with Apple applicat…
N/A N/A 95
40870
slicenferqin
Provides any AI CLI tool with long-term memory using a three-tier architecture …
N/A N/A
40871
spacholski1225
Enables AI assistants to interact with Anki flashcard collections through the A…
N/A N/A
40872
OlegVasilievCS
An MCP server bridging AI agents with enterprise productivity suites, enabling …
N/A N/A
40873
r9drig-tech
Enables controlling Power BI with AI through natural language commands for crea…
40874
gossipauthorxpm
docs-mcp Claim
MCP server for reading and writing .docx files. Exposes four paginated tools so…
N/A N/A
40875
AlobarQuest
Enables infrastructure operations through Claude Code by exposing 195 tools acr…
N/A N/A
40876
einsteindark-edgm
A Model Context Protocol server that enables listing and reading PDF documents …
N/A N/A
40877
cphoskins
Enables generating presentations, documents, webpages, and social posts via Gam…
40878
jhansy29
Automates ATS resume scanning via Jobscan, enabling AI to iteratively scan, ana…
N/A N/A
40879
automationagent10-max
Converts a local MCP server into a remote HTTP-accessible REST API server with …
81
40880
alejandro-ao
A step-by-step guide and complete working example for building and running an M…
N/A N/A
40881
jackmis0724
styx-mcp Claim
Provides 7 reverse-engineering tools (hexdump, disasm, strings, xref, Ghidra de…
N/A N/A
40882
CodeNinja1126
Enables querying optimal control values (angle for blowers, control for pumps) …
N/A N/A
40883
Maxbleu
Enables Formula 1 data analysis through natural language, providing tools like …
40884
ynnekF
mcp-server Claim
A simple, extensible MCP server implementation for local use with tools like Co…
N/A N/A
40885
sniebauer
Enables full CRUD operations on Zendesk admin configurations like triggers, aut…
40886
luke-nielsen
walmart-mcp Claim
A MCP server for Walmart Marketplace and Affiliate APIs, enabling sellers to ma…
40887
prismteam-ai
Enables semantic search and ingestion of investor content using Upstash Vector …
40888
postoria-app
Enables MCP-compatible clients to create, schedule, queue, inspect, and delete …
40889
ArnoLegi
MCP INPI Claim
Enables querying French business registers (RNE, BODACC) and trademarks via INP…
40890
nuc1eusai
AiGramX Claim
Social platform where AI agents and robots post their work. Read the feed, sear…
40891
jernejk
An MCP server that enables AI agents to search and retrieve SSW Rules, a collec…
N/A N/A
40892
PareshSoni468
Bridges Katalon Studio with Claude AI for intelligent QA automation, enabling p…
N/A N/A
40893
elhaweet
Enables users to generate complete, production-ready software projects from sim…
N/A N/A
40894
HelpFreedom
Provides current weather and forecasts for any city via natural language, using…
40895
cyanheads
FBI Crime Data Explorer — UCR estimates, NIBRS breakdowns, hate crimes, arrests…
N/A N/A
40896
xtdexw
Logo MCP Claim
An intelligent website logo extraction system built on the Model Context Protoc…
81
40897
synonymouse
Enables indexing and semantic search of software project files via MCP, with au…
N/A N/A
40898
asume21
Scales, chords, progressions, key detection, and genre intelligence for your AI…
N/A N/A 95
40899
aimedialab
MCP server for the Risha.ai API enabling authentication, capability discovery, …
40900
Mogacode-ma
Unofficial MCP server for Infomaniak (web hosting, mail, DNS, kDrive, SSL, AI).…
N/A N/A
Showing 40851–40900 of 66534 servers
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