MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31859
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33101
beeswaxpat
Verify a photo's capture time and provenance before an agent trusts it: cryptog…
33102
sebazai
faceit-mcp Claim
Enables AI assistants to query the FACEIT platform for players, matches, hubs, …
33103
bermingham85
Enables ChatGPT to perform filesystem operations, execute PowerShell commands, …
N/A N/A
33104
laivannha0202
Local-first MCP server that connects AI coding agents to the currently open Fig…
N/A N/A
33105
sjgant80-hub
Exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as native tools and…
33106
ucpcore
UCP Server Claim
Self-hosted server that generates and serves Universal Context Packages (UCP) t…
33107
cutejhy-code
Enables quick deployment of a trending news assistant with multi-channel notifi…
33108
coeusyk
MCP server that indexes your Obsidian notes into a Milvus vector database and e…
N/A N/A
33109
Leaders-of-AI
n8n-mcp Claim
N/A N/A 95
33110
G-karthick0501
Connects Claude Desktop to a Google Colab runtime via ngrok for remote Python e…
33111
amessagee
mcp-1 Claim
N/A N/A 95
33112
yaoyuansh
Enables AI assistants to automate Microsoft Excel tasks such as reading/writing…
N/A N/A
33113
andre-carbajal
Bridges MCP clients to Affinity by Canva's local MCP server, exposing tools for…
N/A N/A
33114
jonathanposovatz
MCP Server for the Meta Marketing API. Gives Claude Desktop direct access to yo…
33115
creandoaldia
Enables AI agents to scrape web pages safely with incognito browsing, rate limi…
33116 N/A N/A 95
33117
universal-mcp
A standardized interface for interacting with AWS S3 tools and services through…
33118
syedazharmbnr1
A production-grade macOS MCP server exposing 33 tools for full desktop automati…
N/A N/A
33119
ashcastelinocs124
A central MCP server that connects to multiple MCP servers and intelligently ro…
N/A N/A
33120
kabirrajsingh
Demonstrates MCP remote authentication boundary with OAuth 2.0, Keycloak token …
33121
phiresky
factorio-mcp Claim
Enables control and inspection of a Factorio 2.0 server via RCON, with tools fo…
N/A N/A
33122
itsablabla
Comprehensive MCP server providing full programmatic control over the Perplexit…
N/A N/A
33123
prajapatimehul
Enables scanning AWS accounts for cost optimization opportunities by reading re…
N/A N/A
33124
adityasugandhi
An MCP server for searching, security scanning, installing, and managing skills…
N/A N/A
33125
AssemblyJustin
Assembly MCP Claim
Converts PDF to Markdown and Markdown to PDF using PyMuPDF and WeasyPrint engin…
N/A N/A
33126
youna12345
claude-mcp Claim
N/A N/A 95
33127
SuperInstance
Enables semantic search, recommendations, and similar crate lookups for Rust cr…
33128
devemberx
Polarion ALM integration with 24 read/write tools for documents, work items, tr…
33129
EddJesus
Enables searching and retrieving free photos and videos from Pexels using natur…
N/A N/A
33130
LowisWano
Provides read-only access to Gmail, enabling email search, unread listing, mess…
N/A N/A
33131
gifro10
Provides 15 geospatial utility tools for AI agents, covering coordinate transfo…
33132
Crsuraj1
btdiag Claim
Enables AI agents to control Bluetooth audio devices via MCP tools, including b…
N/A N/A
33133
aj47
Enables AI agents like Claude and Cursor to query codebases using Augment's con…
N/A N/A
33134
klappy
A media transcoding proxy with an MCP control surface for generating optimized …
33135
DrDustinEdwards
Capsid Claim
A Cloudflare-native MCP server for a consolidated knowledge base, enabling CRUD…
33136
Rumblingb
Enables asynchronous messaging between AI agents, including sending messages, p…
N/A N/A
33137
DaniMH03
A universal gateway for the Oracle Hospitality Interface Platform (OHIP) that e…
81
33138
kodey-ai
Run SOQL queries to explore and retrieve Salesforce data. Access accounts, cont…
N/A N/A 95
33139
McpCrypto
A backend service that executes transactions across multiple blockchains, enabl…
81
33140
MaraBank
Enables Claude to connect to servers via SSH, execute commands, transfer files,…
N/A N/A
33141
soteeabam
Pauses AI agent execution and routes approval requests to humans via Slack or e…
33142
databricks-solutions
Enables AI-assisted development by running and testing code directly on Databri…
N/A N/A
33143
gksdjf1690
post-server Claim
N/A N/A 95
33144
evrenonur
MCP server for managing AIProject tasks and projects, providing CRUD operations…
33145
tori-create-7991
transit-mcp Claim
MCP server for Japanese public transit journey planning with interactive map UI…
33146
mastadoonprime
agent-memory Claim
Persistent, encrypted memory service for AI agents. Private vault with E2E encr…
81
33147
abdulhadi-98
Official MCP server that enables interaction with ElevenLabs Text to Speech and…
33148
jkanselaar
Validates, repairs and sandbox-runs AI-generated Python: lint, types, security,…
33149
abicyclerider
semarcy-mcp Claim
MCP server providing RAG-powered access to Semarchy documentation (xDM, xDI, xD…
N/A N/A
33150
Maxtechexplore
Enables Claude to control the macOS Mail app for reading, searching, drafting, …
N/A N/A
Showing 33101–33150 of 66549 servers
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