MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 57 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
52101
sandeep-alluru
Foghorn Claim
Architectural decision tracker with staleness detection — records decisions and…
N/A N/A
52102
Shanqianlvshui
Vivado MCP Claim
A Model Context Protocol server that lets AI clients operate AMD Vivado through…
N/A N/A
52103
ethan-m25
Enables querying real disclosed salary data across 20 regions, with tools to se…
52104
Agustinfacu01
An MCP server that enables Claude to interact with Google NotebookLM via browse…
N/A N/A
52105
solomonneas
mitre-mcp Claim
Comprehensive MITRE ATT\&CK MCP server with SOC integration for technique looku…
52106
cruso003
xara Claim
N/A N/A 95
52107
CrackenReleased
Enables AI agents to inspect and edit the live browser-resident canvas of the B…
N/A N/A
52108
carlosfernandescrypt
Local MCP server that transforms Figma documentation and business rules into a …
N/A N/A
52109
Ansvar-Systems
Enables querying Portuguese competition data from AdC (Autoridade da Concorrênc…
52110
sadeghtkd
Enables Claude Desktop to perform network ping tests and internet connectivity …
52111
clauderecallhq
recall Claim
Persistent memory for Claude Code. Search, recall, and re-inject context from a…
N/A N/A 95
52112
kh-54
A lightweight MCP server that exposes the web_reader tool via r.jina.ai for rea…
52113
Sorsa-io
sorsa-mcp Claim
MCP server for the Sorsa.io X/Twitter data API
N/A N/A
52114
capad-xyz
searchts Claim
Enables AI agents to read any URL by using an escalating open-source unlocker t…
N/A N/A
52115
Mohit067
Enables management of expenses via SQLite database, including adding, listing, …
N/A N/A
52116
pipeworx-io
Access City of Longview, Texas open geospatial data (parcels, zoning, public wo…
52117
d0whc3r
MCP server for querying archaeological site information from the EGIPCI service…
N/A N/A
52118
GokulSudheesh
MCP server that integrates with OneDrive and Excel Workbooks via Microsoft Grap…
52119
PVPWire Claim 1
Hand-compiled game-mechanics data for Diablo 2, Path of Exile, Diablo 3 and GW2…
N/A N/A 81
52120
ibmbpm
Enables AI agents to integrate with IBM Business Automation Workflow by exposin…
N/A N/A
52121
MarmikPrajapati-ML
Enables any AI agent to discover, query, and order from a restaurant's storefro…
52122
ApacheBin
dsadare Claim
N/A N/A 95
52123
Koolercat
A small MCP server that stores and retrieves compact decision-relevant state (g…
N/A N/A
52124
FortuneCasablancas
Author, validate, simulate, and one-click-build game economies on the Magicweav…
52125
academicnair009
A Bloomberg Terminal you can talk to. Query company relationships — suppliers, …
52126
Galvill
vyos-mcp Claim
Enables managing VyOS appliances through their HTTP API, providing tools for co…
52127
sidebutton
computer-use Claim
Exposes Anthropic's computer-use action surface (screenshot, click, move, keybo…
N/A N/A
52128
ShieldZCash
mcp Claim
Keyless non-custodial crypto payments for AI agents: payment links and tip jars…
52129
CSOAI-ORG
expense-tracker-ai-mcp MCP server by MEOK AI Labs
N/A N/A
52130
MMHK
A local MCP server enabling AI assistants to query and analyze data via DuckDB …
N/A N/A
52131
zbowling
Proxy MCP server that translates tool calls into TypeScript code generation, en…
52132
oculairmedia
An MCP server for controlling SideFX Houdini via hrpyc, enabling AI assistants …
52133
pranrichh
Spectre Claim
Enables AI agents to search, read user profiles, timelines, media, follow threa…
N/A N/A
52134
gm2211
nexrad-mcp Claim
Enables AI clients to query raw NEXRAD Level II dual-pol radar data at any poin…
52135
meghavarshinikuamreshan
Enables LLMs to safely execute pandas code for data analysis and generate inter…
N/A N/A
52136
kedarsal09-lgtm
A simple MCP server that provides a 'hello' tool to return a personalized greet…
N/A N/A
52137
qa594741
Enables image generation and editing via third-party relay services. Returns lo…
N/A N/A
52138
hemantkamalakar
Integrates Oura Ring health data with Claude Desktop, providing resources, tool…
52139
gtm-api
Managed LinkedIn MCP server for AI agents: search, connect, message and enrich …
52140
anchetadev
Estimates the environmental footprint of your AI use — energy (kWh), miles driv…
N/A N/A
52141
mcp-utils Claim 1
Data processing tools: CSV, cleaning, stats, image, report, save, shell
N/A N/A 81
52142
joepangallo
agent-pay Claim
Payment gateway for AI agents. Discover, provision, and pay for tool APIs.
N/A N/A 95
52143
riisager
FullMention Claim
A secure, high-performance MCP server that gives AI models and agents (like Cur…
52144
misaka2f07
clac Claim
N/A N/A 95
52145
yksanjo
rights-mcp Claim
Enables AI agents to search, license, and pay for rights-clean music per use, r…
52146
aequitas-labs
matcha money Claim
Develop your ritual for financial wellness. Connect your accounts, automate yo…
81
52147
clauxel
Playwright selector risk checks with healing suggestions and receipts.
52148
devinxiong97
Enables MCP-compatible AI assistants to interact with a user's Google Drive, in…
52149
goodtoknow-online
goodtoknow Claim
N/A N/A 95
52150
dutta-Piyush
Outlook MCP Claim
Enables AI agents to manage Microsoft Outlook emails through the Microsoft Grap…
Showing 52101–52150 of 66502 servers