MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 52 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
53001
CSOAI-ORG
CPCS / CISRS / NPORS card verification, BS 7121 lift plans, mobile crane / towe…
N/A N/A 81
53002
Coalesce-Software-Inc
MCP server for managing Coalesce Transform workspaces, nodes, pipelines, and ru…
N/A N/A
53003
jppradhan
Enables SSH remote command execution on remote machines with persistent connect…
N/A N/A
53004
Jairajmehra
MCP server for WATI WhatsApp Business API enabling AI assistants to send messag…
53005
borecollins
autohaven Claim
Search for cars
N/A N/A 95
53006
g-tiwari
MCP server for TestRail API, providing AI assistants with 107 tools to manage t…
53007
MSKazemi
mcp-zenodo Claim
A comprehensive MCP server for interacting with Zenodo records, enabling search…
53008
Patrick-321
An MCP server optimized for user profile and audience data synchronization task…
N/A N/A
53009
0xChron
Read-only Polymarket prediction market data for AI agents.
N/A N/A
53010
davidmosiah
Privacy-first unofficial Google Health API v4 MCP server for health, sleep, act…
N/A N/A
53011
KirtiJha
Enables natural language interaction with Salesforce for data operations, schem…
53012
SMGilliatt
A multi-agent RAG MCP server that answers questions from your documents with a …
53013
cli Claim 1
Slide decks locally: templates, checks, HTML to editable PowerPoint, .pptx resc…
N/A N/A 81
53014
cmdaltctr
A Model Context Protocol server that exposes the NiftyPM project management API…
53015
esanum
mcp-mautic Claim
Comprehensive MCP server for the Mautic marketing automation API, providing 203…
N/A N/A 95
53016
larsbaunwall
unlinked Claim
MCP server that brings your LinkedIn professional profile and experience into y…
N/A N/A
53017
singhalpooja9
Exposes job-posting scanner tools (search, company health, fit scoring, dry-run…
N/A N/A
53018
DreamLinuxer
agda-mcp Claim
MCP server for Agda, providing type checking, go-to-definition, case splitting,…
N/A N/A
53019
sbrunner-atx
contest-mcp Claim
Enables logging amateur-radio QSOs to N3FJP logging software via MCP tools, inc…
53020
abhiyoheswaran1
agentloopkit Claim
Read-only MCP server for AgentLoopKit tasks, policies, reports, handoffs, and s…
N/A N/A
53021
masaki39
zotero-mcp Claim
Integrates with Zotero's local API to search, retrieve, read PDFs, and add item…
N/A N/A
53022
cartek99
MCP AI Docs Claim
An MCP server that provides indexed, searchable access to Anthropic Claude and …
N/A N/A
53023
Siana2022
Enables Claude.ai to use DinoRank's SEO tools (keyword research, visibility, li…
53024
tomnz
pixelblaze Claim
Enables Claude to create, update, and manage LED patterns on a PixelBlaze contr…
N/A N/A
53025
mohtamimad
MCP server for the Moroccan Open Data portal (data.gov.ma) enabling search and …
53026
caravanglory
Enables AI assistants to directly control the Cocos Creator 3.8.x editor via MC…
N/A N/A
53027
tylerjhayden
Model Context Protocol (MCP) server implementation demonstrating production-rea…
53028
jmavid
Timezone converter, world clock, date math & meeting scheduler for AI agents. N…
53029
nextdev-labs
Nextdev MCP Claim
Recommends APIs to AI agents based on agent-readiness and use-case keyword over…
53030
IT-Learning-Consulting
MCP server + Foundry VTT module for WFRP4e that lets AI clients interact with a…
N/A N/A
53031
uwek
An MCP server for storing and retrieving thoughts, notes, and ideas with semant…
N/A N/A
53032
jovandyaz
Knowtis Claim
Create, search and manage Knowtis collaborative notes from AI assistants.
53033
djeada
Enables AI assistants to control Blender via MCP tools for scene manipulation, …
N/A N/A 95
53034
Kemosabe0x
Provides a sequentialthinking tool for dynamic, reflective problem-solving via …
53035
ffylaktis
A Model Context Protocol server that connects to Bluesky and provides natural l…
N/A N/A
53036
datafe
MCP server for MaxCompute, enabling table listing, schema inspection, partition…
53037
qinisolabs
veridigit Claim
Verified validation of structured identifiers — IBAN, payment cards, ISBN-13 an…
53038
awslabs
A high-performance Model Context Protocol (MCP) server that provides seamless i…
53039
zomzad
MSSQL MCP Claim
Enables AI assistants to connect to Microsoft SQL Server via the MCP protocol, …
N/A N/A
53040
Billionaire664
Valta Claim
Financial governance for AI agents — spend gates and audit trail exposed as MCP…
N/A N/A
53041
vndmea
Enables multi-model leader-worker agent orchestration, workflow execution, and …
53042
datanika-io
datanika-mcp Claim
Read-only-by-default MCP for Datanika: browse data, run dbt transforms, manage …
N/A N/A
53043
janoujan
Provides secure access to Exegol penetration testing tools for CTF competitions…
N/A N/A 95
53044
chrisbusbin-pixel
debtfree Claim
Debt payoff calculator: snowball vs avalanche, minimum payment trap, extra-paym…
N/A N/A
53045
wmarceau
Search and compare concert ticket prices across platforms
N/A N/A 75
53046
Evin009
Control SmartRent smart home devices (locks, thermostat, switches, sensors) via…
N/A N/A
53047
palisadeemail
palisade Claim
Monitor and manage email authentication (SPF, DKIM, DMARC, MTA-STS, BIMI) for y…
53048
server Claim 1
Observability MCP server: query LLM cost/errors/latency & operate alerts/evals …
N/A N/A 69
53049
xiaobenyang-com
Organize and recall important context across projects. Save key details, retrie…
N/A N/A 95
53050
gandli
Yanyue MCP Claim
Enables searching and retrieving cigarette product information from Yanyue.cn, …
81
Showing 53001–53050 of 66502 servers