MCP Server Quality Scores

Independent quality analysis of 64798 public MCP servers

64798
Discovered
30750
Scored
2112
Verified
16953
Complete

Last updated 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
31201
jcottam
Provides weather alerts and forecasts for US locations using the National Weath…
31202
BACH-AI-Tools
A Taiwan holiday query server based on the Model Context Protocol, providing ac…
31203
CharityDEX
Enables VoiceOS to read and write Discord messages through Composio's DISCORDBO…
31204
Choppaaahh
interline Claim
Neutral, non-custodial MCP payment router: discover rails, then pay across them.
N/A N/A
31205
sentry-official
mcpcap Claim
A modular MCP server for analyzing PCAP files using protocol-specific analysis …
N/A N/A
31206
douglas-doca
nutrs-mcp Claim
MCP server for the NUTRS ecosystem, connecting Radar, Calendário, and Cardápio …
31207
t09tanaka
Provides VOICEVOX text-to-speech as an MCP tool. Requires a running VOICEVOX en…
N/A N/A
31208
Plantos-Sensor
Enables AI assistants to analyze farm locations, retrieve soil and weather data…
31209
IBM
Bridges AI agents with tools on IBM watsonx governed agentic catalog, enabling …
N/A N/A
31210
sondt2709
wikijs-mcp Claim
An MCP server for managing Wiki.js 2.x pages through its GraphQL API, enabling …
31211
universal-mcp
MCP server providing a standardized interface for interacting with Calendly's s…
31212
SiwarKhalfaoui
An MCP server that indexes TypeScript/JavaScript codebases into precise call an…
N/A N/A
31213
i2mint
py2mcp Claim
Create MCP servers from Python functions instantly, with support for input tran…
31214
dgoo2308
Enables querying, searching, and controlling Kodi media center libraries and pl…
31215
ccmdi
Generates flashcards from Obsidian notes using obsidianki, with support for not…
N/A N/A
31216
@Kapeli
dash-mcp-server Claim
N/A N/A 95
31217
publora
mcp-server Claim
Official Publora MCP server — schedule and publish posts across 10 social platf…
31218
dianyxx
Generates structured Chinese Markdown briefs on mining topics by orchestrating …
31219
sankeerthnagapuri
Enables AI assistants to audit data governance, check access control roles, que…
31220
EaseHee
rhino-mcp Claim
Enables Claude to drive Rhino 8 and Grasshopper for geometry creation, manipula…
31221
saurabhherwadkar
A comprehensive MCP server and client implementation in Python exposing tools (…
N/A N/A
31222
javimosch
peage-mcp Claim
Give your agent a prepaid fiat wallet: pay any API per call in cents, no crypto…
N/A N/A
31223
Yurich-ru
mcp-sessions Claim
Search and browse Claude Code conversation history across all your projects.
N/A N/A
31224
harinarayn
Enables AI assistants to analyze Azure Data Factory costs, detect waste, and pr…
31225
AnkitOhlan
MCP server for Claude Code CLI that integrates with Google Workspace, enabling …
31226
wppoland
Read-only MCP server for WooCommerce that enables answering questions about pro…
31227
Dvorak
Enables querying OpenDRIVE road network files through structured MCP tools for …
N/A N/A
31228
xiangaoole
autoglm-mcp Claim
Enables AI agents to analyze and interact with Android phone screens via ADB, u…
N/A N/A
31229
kpate273-sketch
Automates CI/CD pipeline control, PR review, Git operations, and monitoring/ale…
N/A N/A
31230 N/A N/A 95
31231
inbarajaldrin
omni-kit-mcp Claim
Enables driving Omniverse Kit apps (Isaac Sim, Isaac Lab) over MCP, allowing ag…
N/A N/A
31232
intelligent-staffing-systems
Enables AI assistants to interact with Inflow Inventory API for managing ingred…
81
31233
wiggitywhitney
A learning-focused MCP server with two tools: a static 'hello' tool and a 'poly…
N/A N/A
31234
huangmy157
shop Claim
N/A N/A 95
31235
itlostandfound
An MCP server that exposes the full Task-Tracker REST API as MCP tools, enablin…
31236
aris4u-dev
An MCP server providing per-client memory, governance, and five tools (ingest, …
N/A N/A
31237
joshuarichard
Exposes the StatsPlus API as tools for MCP-compatible clients, enabling users t…
31238
novica-ai
SendFast Claim
Agent-native marketing email: draft, edit, screenshot, and send from your verif…
31239
NamedIdentity
A Cloudflare Workers-based server that implements the Model Context Protocol (M…
81
31240
ktabori
A FastMCP server implementation for the Dixa API, enabling AI assistants to sea…
81
31241
os-bridge
Provides AI agents with tools to navigate, search, and manage a hierarchical kn…
81
31242
ndcorder
codex-bridge Claim
MCP server that lets Claude Code ask GPT Codex for adversarial planning, code r…
N/A N/A
31243
helmforgedev
Production-ready FastMCP server image that dynamically loads tools, resources, …
N/A N/A
31244
appleple
Enables searching and retrieving content, module information, and Twig template…
31245
ApacheBin
xb-test Claim
131242424
N/A N/A 95
31246
natkitten
Enables interaction with the Capacities.io note-taking API via MCP, supporting …
31247
devjourney
Enables AI assistants to control Music Assistant for music search, library brow…
31248
Vladev0
agentboard Claim
A local task tracker with Kanban board and MCP server for AI agents, enabling t…
N/A N/A
31249
lapin7771n
Read-only MCP server for accessing Wallet by BudgetBakers financial data, allow…
31250
pipeworx-io
Access City of Victoria, BC open geospatial data (parcels, zoning, parks) via A…
Showing 31201–31250 of 64798 servers
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