MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31840
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 18 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
43251
VeyronSakai
UniCortex Claim
An MCP server that enables AI agents to control the Unity Editor externally, pr…
N/A N/A
43252
FernandoDaSilva-T
Enables AI-assisted MIDI music generation and composition through natural langu…
N/A N/A
43253
junter1989k-ai
Philippines payments for AI agents — GCash, Maya, cards via PayMongo. Never hol…
43254
n-backman
A self-hosted MCP server that wraps the official Todoist AI package to provide …
81
43255
summerstateofmind
Cost-of-living & quality-of-life comparison: take-home pay, equivalent salary, …
43256
InquiryInstitute
imscc-mcp Claim 1
An MCP server that enables the creation of Canvas Common Cartridge (.imscc) pac…
N/A N/A 95
43257
joe5saia
nyt-mcp Claim
MCP server for New York Times APIs, enabling search, top stories, popular artic…
43258
sandraschi
Wraps opencode CLI's HTTP API into MCP tools for agent run, session management,…
N/A N/A
43259
asaricorp
Enables interaction with Shopify store data through the GraphQL API, providing …
43260
Shakargy
DevTime Claim
Local-first, read-only MCP server for evidence-backed repository memory.
N/A N/A
43261
NIHAR-SARKAR
Cyber Host Artificial Intelligence (C.H.A.I) An autonomous penetration testing…
N/A N/A
43262
arjunkmrm
Retrieves current weather information for any location using the OpenWeatherMap…
N/A N/A 95
43263
Kalyan-Deva
Engram Claim
A local-first memory MCP server that enables storing, searching, and managing p…
N/A N/A
43264 N/A N/A 95
43265
Dvorak
Enables querying OpenDRIVE road network files through structured MCP tools for …
N/A N/A
43266
AlexanderHoogsteyn
Clarigrid Claim
Read-only electricity, gas, and weather data with structured provenance and uni…
43267
FidarOrg
mcpfoundry Claim
A CLI tool that generates production-ready MCP servers from databases or OpenAP…
43268
nikita15p
Enables AI assistants to manage Apache Ambari clusters, including services, hos…
43269
Thethirdone3
A demonstration MCP server that exposes a mock merchant catalog with tools for …
N/A N/A
43270
apiccelli
Integrates Brewteco APIs with AI assistants, enabling natural language queries …
N/A N/A 95
43271
ByteAsk
Page-cited retrieval for embedded docs, datasheets, MISRA, CMSIS, and RTOS refe…
43272
cloakedagent
Give AI agents spending power without giving them your wallet keys. Cloaked cre…
N/A N/A 95
43273
JuliaTechnologies
One MCP server for the SaaS back office. Stripe, HubSpot, and Google Sheets exp…
N/A N/A
43274
elliot-evno
ddg--mcp5 Claim
A basic MCP server template with example tools including message echo and serve…
N/A N/A 95
43275
robbrad
Enables AI assistants to control Home Assistant devices and services through th…
81
43276
HoverNotes
MotiBlog Claim
Agent-first SEO research and publishing: competitors, SERPs, internal links, an…
43277
wyre-technology
A focused MCP server for Salesforce CRM that exposes read/write access to stand…
43278
nkbud
Exposes ATTOM's real estate API as MCP tools, enabling property details, valuat…
43279
AlexZeitler
Aceto Claim
A local dev server with MCP interface for building HTML mockups together with a…
N/A N/A
43280
medplum
Enables interaction with Medplum's FHIR data through the Model Context Protocol…
43281
team23gm
Honest monetary data for AI agents. Inflation, M2 vs CPI, Bitcoin vs dollar. No…
N/A N/A
43282
larsburkhardt
vision Claim
Enables vision capabilities for OpenCode by analyzing local images (PNG, JPG, W…
N/A N/A
43283
pixfaro
mcp Claim
Generate images with any major model — one API key, one prepaid balance, one MC…
43284
shoomkloom
dbmcp-server Claim
Provides an instant MongoDB MCP server that can be used from any AI agent witho…
43285
themesic
Perfex CRM Claim
Read and write a self-hosted Perfex CRM from an AI agent: 148 permission-filter…
43286
patrickcarmichael
A production-ready Pokémon MCP server that enables users to get comprehensive P…
81
43287
sh-aidev
A minimal MCP server template with a string-reversal tool and basic arithmetic …
N/A N/A
43288
alexcc4
Enables AI assistants to securely interact with MySQL databases, including list…
N/A N/A
43289
axel-belfort
HTML to Markdown converter API for AI agents. Convert HTML to clean Markdown: s…
81
43290
noahpfi
ris-mcp Claim
MCP server that exposes Austrian federal law (Bundesrecht) to LLMs, enabling fu…
43291
sagarparasarmk
MCP server for cleaning up Yahoo Mail inbox, enabling email management (list, s…
43292
Dhenenjay
Enables satellite imagery analysis through Google Earth Engine, allowing users …
81
43293
Fino-wind
vaultbeat Claim
Needs Vaultbeat for iOS (Pro). Your AI agent reads your E2EE Apple Health data,…
N/A N/A
43294
prdai
Enables carbon emission calculations for Australian electricity and gas consump…
43295
mater1996
A Sketch file processing MCP server that enables AI tools to analyze Sketch des…
N/A N/A
43296
piquesignal
Solana memecoin Flash Point alerts with conviction scoring, safety profiles, an…
43297
jeromelabophy-gif
Synaptex Claim
Syncs CLAUDE.md files across repos, builds a semantic index, and exposes search…
43298
Peter-N91
An outbound MCP server that exposes a squad of 98 advisory agents as five model…
43299
nomnaviet
Chữ Nôm lookup, search and Vietnamese ↔ Nôm conversion, incl. 2,422 unmapped PU…
43300
NorthwoodsSentinel
mycelia-mcp Claim
MCP server that wraps the Mycelia mutual-aid protocol, allowing AI agents in an…
Showing 43251–43300 of 66534 servers
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