MCP Server Quality Scores

Independent quality analysis of 40750 public MCP servers

40750
Discovered
29245
Scored
2095
Verified
16951
Complete

Last updated 1 hour, 34 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38351
fastmcp-me
uniprot-mcp Claim
Provides seamless access to UniProtKB protein data, enabling querying of protei…
38352
muhammadchhota
MCP server integrating with PocketBase to manage tasks and projects. Enables AI…
38353
Cmoen11
redm-mcp Claim
RedM / RDR3 docs MCP server: native lookups, semantic search, VORP, RSGCore, ox…
38354
miguel-escribano
Provides real-time air quality monitoring and historical data analysis for InBi…
81
38355
MCP-Mirror
Enables AI assistants to interact with Gmail through natural language, supporti…
81
38356
jabberjabberjabber
Enables LLMs to search, download, and extract information from YouTube music vi…
N/A N/A 95
38357
bellvijay
weather Claim 1
An MCP server for weather information.
N/A N/A 95
38358
sabriotcore-code
Bridges Claude Code to a Cloud Orchestrator API, providing access to multi-AI c…
81
38359
pipeworx-io
mcp-ibge-br Claim
MCP server for accessing IBGE (Brazilian Institute of Geography and Statistics)…
38360
ATE-Labs
MCP server for automating VLP lab VM operations, exposing VM management tools t…
38361
pipeworx-io
Provides access to Israel's national open data portal (data.gov.il) via CKAN AP…
38362 N/A N/A 95
38363
johnneerdael
netskope-mcp Claim
An MCP to give access to all Netskope Private Access components within a Netsko…
81
38364
Ruiren1
mcp_project Claim
N/A N/A 95
38365
shmoon-7297
mcp_sererver Claim
N/A N/A 95
38366 N/A N/A 95
38367
matt07anderson
oeo Claim
N/A N/A 95
38368
TriangleLabs
Search for high-resolution UI design inspirations from Dribbble by simply enter…
N/A N/A 95
38369
pipeworx-io
mcp-istat-it Claim
Enables querying Italian national statistics (ISTAT) data through natural langu…
38370
sean-bavo
TaxFormatter Claim
Parse crypto exchange CSVs and bank statement PDFs into clean, structured trans…
81
38371
sanjay-vasoya
Enables fetching public repositories for a given GitHub username, returning cur…
N/A N/A
38372
pipeworx-io
Enables querying Switzerland's federal open-data portal (opendata.swiss) via a …
38373
ReyemTech
mcp-canada Claim
MCP server giving AI agents structured access to Canadian federal, provincial, …
38374
npow
Provides tools to search, get trending, random, and translate GIFs using the Gi…
38375
adarshj322
A Vedic astrology MCP server providing tools for natal charts, transits, compat…
N/A N/A
38376
pieeee
DocMCP Claim
Index any documentation website and search it from AI coding assistants via the…
N/A N/A
38377
mcdonaldsam
MCP server for the Point Knowledge API that enables AI coding assistants to sea…
38378
mcpanalytics
Statistical analysis platform — upload CSV or connect GA4/GSC, run 77+ validate…
81
38379
VivedhaElango
Enables searching and managing academic papers from arXiv with tools, resources…
N/A N/A
38380
Compuute
Scan any public GitHub MCP-server repo for security issues. 37 MCP-specific L1 …
38381
dbshadow
Enables management and control of OpenWrt devices via a simple API, including r…
38382
ModelBound
Local-first MCP server for agent skills. Validate, lint, diff, and convert acro…
N/A N/A
38383
JustinGuese
AgentBureau provides the legal and physical infrastructure for AI agents to ope…
38384
zw008
vmware-pilot Claim
VMware workflow orchestration — multi-step state machine with approval gates, a…
38385
CSOAI-ORG
changelog-ai-mcp MCP server by MEOK AI Labs
N/A N/A
38386
Vistara-Labs
Enable seamless integration with the Hypercore network by exposing its data and…
N/A N/A 95
38387
KrystalUnity
Drive a Krystal Voice Caller tenant from Claude, Cursor, or any MCP-aware agent.
N/A N/A
38388
Rajivkumar995599
A robust communication protocol that facilitates seamless messaging between AI …
N/A N/A 95
38389
sebastian1747
Search for local businesses worldwide. Structured data optimized for AI agents.…
81
38390
microsoft
windows_mcp Claim
N/A N/A 95
38391
@ilo.begashvili
browserbase Claim
N/A N/A 95
38392
artem-amplemarket
Enables access to Amplemarket's knowledge base through Pylon's API. Supports se…
81
38393
takeokunn
A Model Context Protocol server for Slite, enabling AI assistants to interact w…
38394
chainbase-labs
agentkey Claim
AgentKey is the execution layer between AI agents and the real internet. One MC…
38395
kiskander
Exposes a curated subset of the Cisco Meraki Dashboard API to MCP-aware clients…
N/A N/A
38396
AiAgentKarl
Enables AI agents to rate each other, track interaction outcomes, and compute t…
N/A N/A
38397
ROCTUP
1C Buddy Claim
MCP server providing tools for interacting with 1С:Напарник AI, including askin…
38398
AfryDario
An MCP server implementation in Python with placeholder tools, deployable to Az…
38399
Left-Coast-Tech
Enables access to live ESPN sports data for NFL, NHL, and NBA leagues, includin…
38400
oisee
Enables AI agents to create, manipulate, and manage BPMN 2.0 diagrams programma…
N/A N/A
Showing 38351–38400 of 40750 servers
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