MCP Server Quality Scores

Independent quality analysis of 41393 public MCP servers

41393
Discovered
29284
Scored
2096
Verified
16952
Complete

Last updated 2 hours, 5 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36751
yuvalsuede
agent-media Claim
CLI and MCP server for AI video and image generation with unified access to 7 m…
81
36752
paarths-collab
AI code review grounded in your repo history. Supports Test Gen and Security Au…
N/A N/A
36753
NOVA-3951
Raindrop.io Claim
Manage and curate your Raindrop.io bookmarks, collections, and tags without lea…
N/A N/A 95
36754
renCosta2025
gemini-cli Claim
N/A N/A 95
36755 N/A N/A 95
36756
rwestergren
Hosted/gateway-ready Hevy fitness MCP: workouts, routines, templates.
N/A N/A
36757
MCP-Mirror
Enables AI assistants to execute AWS CLI commands and retrieve service document…
81
36758
cbuntingde
Enables agents to maintain persistent memory through three-tiered architecture:…
N/A N/A 95
36759
deepwa7er
poe2-mcp Claim
An MCP server for Path of Exile 2 build analysis that loads builds from Path of…
N/A N/A
36760
paimonchan
Fetch web pages with SSRF protection. Returns clean, readable markdown from any…
N/A N/A
36761
MCP-Mirror
Enables querying and retrieving merit records and official reports of Korean in…
N/A N/A 95
36762
32n1
An MCP server that provides Claude with direct access to EVE Online character d…
81
36763
LakshmiGayathri19
A server application that integrates with Atlassian Confluence API, providing c…
81
36764
ftaxats
Provide seamless access to SalesHandy API features including user profiles, cam…
N/A N/A 95
36765
elsanchez
Enables interaction with the FVWM3 window manager for configuration generation,…
N/A N/A 95
36766
olscode
GIM-MCP Claim
An educational interaction management system that uses MCP and Ollama to create…
N/A N/A 95
36767
adzuna
A Model Context Protocol (MCP) server that provides AI assistants with access t…
N/A N/A 95
36768
bobwares
A deployable server that implements the Model Context Protocol (MCP) on Cloudfl…
81
36769
joepangallo
Track AI agent fleet performance, costs, anomalies, and trends.
N/A N/A 95
36770
srotzin
MCP server bridging holepunchto/keet-identity-key to the Hive agentic identity …
36771
nodejsmcp Claim 1
A Forgejo MCP Server
N/A N/A 76
36772
jocarrd
aemet-mcp Claim
MCP server for AEMET — Spain's weather agency. Forecasts, CAP warnings, station…
N/A N/A
36773
johnanleitner1
7,000+ live bookable slots across 20 suppliers in 28 cities and 15 countries — …
81
36774
callstackincubator
agent-device Claim
Let AI agents inspect, control, and debug real iOS, Android, desktop, and TV ap…
N/A N/A
36775
brain-bbqs
neuro-mcp Claim
Neuroscience MCP server (Python) for the BBQS at McGovern Institute of Brain Re…
N/A N/A 95
36776
MCP-Mirror
Connects to a Coreflux MQTT broker and provides tools for managing Coreflux com…
81
36777
yolo-maxi
Search and book real flights with USDC on Base. 500+ airlines, crypto-native pa…
N/A N/A 95
36778
sociologic
SocioLogic Claim
Conduct market research using synthetic personas and automated campaigns. Simul…
81
36779
ValentinOtt
test Claim
N/A N/A 95
36780
Caplia-Tech
Caplia Claim
MCP server for VC pitch-deck scoring, thesis-fit matching, and deal-flow manage…
36781
CSOAI-ORG
ip-network-ai-mcp MCP server by MEOK AI Labs
N/A N/A
36782
parthmodi152
todoist-ai Claim
N/A N/A 95
36783
RobertBergman
Enables AI assistants to query and monitor wireless clients in Cisco Catalyst C…
81
36784
raylow-x
mcpsmith Claim
deposit pour un test n8n
N/A N/A 95
36785
softvoyagers
PageShot MCP Claim
Capture webpage screenshots with format, viewport, and dark mode options
N/A N/A 95
36786
vanmoose
Send transactional emails from AI agents via Truncus. Validate, track delivery,…
N/A N/A 83
36787
InnoDay Claim 1
Unified ticketing MCP server for Jira, Linear, Trello, Notion, and GitHub Issue…
N/A N/A 81
36788
EricSpencer00
instxnt Claim
Create instxnt.xyz storefronts through Claude: add products, connect Stripe, go…
83
36789
cyanheads
Search and analyze global news coverage and US TV transcripts via the GDELT Pro…
36790
simplemindedbot
mnemex Claim
Temporal memory for AI with decay and reinforcement. Two-layer storage (JSONL +…
N/A N/A 95
36791
kesslerio
Attio CRM Claim
Streamline your Attio workflows using natural language to search, create, updat…
N/A N/A 95
36792
Prompeteer
server Claim
N/A N/A 95
36793
leocelis
28 tools that make AI write, implement, and verify structured intent — so hallu…
36794 N/A N/A 95
36795
vmunagalatrifinlabs
salesroom Claim
N/A N/A 95
36796
rdone4425
An MCP server enabling AI assistants to store, retrieve, and manage contextual …
N/A N/A 95
36797
Adi-204
An MCP server for AsyncAPI that enables parsing, validation, linting, conversio…
N/A N/A
36798
Rexi-sh
Enables AI assistants to interact with the Rexi API through a comprehensive wra…
81
36799
RamyaChinnadurai
Linkedmash Claim
Enable AI assistants to manage LinkedIn bookmarks with advanced filtering, sear…
81
36800
pinkpixel-dev
LLMSTXT-MCP Server Claim
MCP server that allows AI agents to fetch and process llms.txt documentation fr…
81
Showing 36751–36800 of 41393 servers
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