MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31840
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 21 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
44101
ZTMP0010
An MCP server that connects AI agents to Redmine project data, enabling natural…
44102
spraveenitpro
Provides current weather information for any city using the Open-Meteo API. Ret…
44103
M1Vision
fal-ai-mcp Claim
Explore and search fal models to find the right fit for your tasks. Generate co…
N/A N/A 95
44104
runapi-ai
Enables creating and managing HappyHorse video generation tasks (edit, image-to…
44105
aryn-ai
Enables processing PDFs via Aryn's API, typically used with a filesystem MCP se…
N/A N/A
44106
PranavNagrecha
sandbox-seed Claim
Salesforce sandbox seeding, built for AI agents. SOQL-driven org-to-org record …
N/A N/A
44107
RCOLKITT
mcp Claim
Cited, receipt-backed US home-buying data & calculators — education-only, every…
44108
christophejlegros-lgtm
Exposes a bio-hybrid neuromorphic simulation pipeline (SNN, consciousness proxi…
44109
gzigurella
chromium-mcp Claim
MCP server for web fetching and automation using Chromium headless browser. Ena…
N/A N/A
44110
ofershap
cursor-usage Claim
MCP server that wraps Cursor Enterprise API to enable AI agents to answer quest…
44111
GianBaeza
Analyzes GitHub repositories and provides advanced optimization recommendations…
44112
aayushmittall
A stateless Python MCP server packaged as a custom AWS Lambda container image, …
44113
shinothelegend
null-402-mcp Claim
Lets agents pay x402-protected endpoints privately on Stellar using zero-knowle…
N/A N/A
44114
stefanskiasan
Provides complete integration with the Everhour API for time tracking, project …
44115
mark-aronson
Enables searching the NIAID Data Ecosystem for biomedical research resources in…
44116
tsbr007
postgres-mcp Claim
MCP server for PostgreSQL database management, enabling AI-assisted schema expl…
44117
ak40u
mt4ctl Claim
An MCP server for operating headless MetaTrader 4 terminals remotely over SSH, …
44118
converged-computing
flux-mcp Claim
Provides agentic MCP tools for the Flux Framework, enabling job submission, man…
N/A N/A
44119
crims0n
nwtools-mcp Claim
Provides accurate IPv4 subnet and address tools for LLMs using Python's ipaddre…
44120
Bookmark Lens Claim 1
Local-first bookmark management with semantic search and AI-powered organization
N/A N/A 81
44121
sameer2191
Local-first repository memory for AI coding agents that indexes codebases into …
N/A N/A
44122
gnostotron
This MCP server provides tools for OCR and keyword extraction, enabling AI work…
N/A N/A
44123
attilad
An MCP server that integrates with the BoardGameGeek XML API, allowing Claude t…
81
44124
xmindltd
Enables AI assistants to generate interactive mind maps from text, YouTube vide…
44125
polyrank
PolyRank MCP Claim
Provides AI agents with direct access to Polyrank's skill analytics for Polymar…
44126
sugukurukabe
Read-only MCP server for searching Japanese government procurement bid notices …
44127
vellankikoti
Provides Kubernetes deployment intelligence with typed query tools and AI-synth…
44128
sjgant80-hub
MCP server for foldkit, exposing the 7-prime spine, 7 κ-bands, and 6 fold opera…
N/A N/A
44129
sandraschi
bumi-mcp Claim
MCP server for controlling the Noetix Bumi humanoid robot via ROS 2, with suppo…
44130
itstanner5216
EliteMCP Claim
Analyzes directory structures with .gitignore awareness and executes Python cod…
81
44131
okx-wallet-H
Unified MCP console for OKX's full ecosystem, integrating CEX, onchain, predict…
44132
pipeworx-io
Enables querying the Cleveland Museum of Art's open access API to search artwor…
44133
groveale
An MCP server that implements a multi-stage employee access request and approva…
N/A N/A
44134
olaekdahl
Enables LLMs and clients to search for Star Wars characters, planets, and films…
44135
KuldeepJha5176
Enables natural language interaction with Notion workspace, including search, p…
44136
debaditya-mohankudo
Enables AI agents to investigate Splunk exports or live queries using determini…
N/A N/A
44137
mrexodia
Test MCP Claim
A minimal MCP server template for testing and development, providing example im…
N/A N/A
44138
farhadjaman
This project integrates tldraw with Claude AI using the Model Context Protocol …
44139
VxASI
Enables natural language control of Blender 3D through MCP clients, allowing cr…
N/A N/A
44140
rh-rahulshetty
AutoMCP Claim
Automatically converts CLI tools, APIs, and programs into MCP servers for LLM a…
N/A N/A
44141
Masoud-Masoori
Switchboard Claim
Switchboard is a local-first, governed MCP endpoint that aggregates multiple MC…
N/A N/A
44142
royhcj
Enables AI coding agents to request user input through customizable desktop for…
N/A N/A
44143
moisescabello
An unofficial MCP server that enables adding content to daily notes, creating n…
N/A N/A
44144
Microtechusa
Enables interaction with the HaloPSA API for managing tickets, clients, assets,…
N/A N/A
44145 N/A N/A 95
44146
Viyozc
demo-mcps Claim
Provides manufacturing demo data across procurement, production, quality, wareh…
N/A N/A
44147
ferre-z
Eyes-MCP Claim
A research MCP server that enables AI agents to query the internet using multip…
44148
kkeeling
Integrates TimeCamp time tracking into AI assistants, enabling real-time timer …
44149
jbonjour
Connects MCP-compatible AI clients to BMLT root servers, enabling natural langu…
44150
the-agents-work
taw-computer Claim
An MCP server that provides AI agents with a full Ubuntu desktop environment in…
Showing 44101–44150 of 66534 servers
« Prev 1 881 882 883 884 885 1331 Next »