MCP Server Quality Scores

Independent quality analysis of 69236 public MCP servers

69236
Discovered
→
33926
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
46201
trolleydodger1988
tmux-mcp Claim
A persistent, stateful MCP server that exposes a detached tmux session to clien…
— ○ ⏳ — N/A N/A — — —
46202
tony816
This MCP server bridges ChatGPT web with an Obsidian vault, allowing ChatGPT to…
— ○ ⏳ — N/A N/A — — —
46203
SheldonFat
flomo-mcp Claim
Enables creating, accessing, and summarizing text notes via URI resources and t…
— ○ ⏳ — N/A N/A — — —
46204
CSOAI-ORG
geolocation-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
46205
sjgant80-hub
MCP server for foldkit that exposes 7-prime spine, 7 κ-bands, and 6 fold operat…
— ○ ⏳ — N/A N/A — — —
46206
stackblaze
Enables AI agents to manage, monitor, and query CockroachDB using natural langu…
— ○ ⏳ — — — — — —
46207
928871247
一个基于FastMCP协议的文件向量化服务,支持自动目录监控、多格式文件处理和高效向量搜索,帮助构建个人或团队知识库。
— ○ ⏳ — — — — 81 —
46208
Inferensys
dr-mcp Claim
Audits MCP configs, scores risk, and creates reversible repair plans.
— ○ ⏳ — N/A N/A — — —
46209
adrianR84
Provides hourly and daily weather forecasts using the free Open-Meteo API witho…
— ○ ⏳ — N/A N/A — — —
46210
GetSomeKelso
Enables AI assistants to orchestrate OSINT reconnaissance pipelines, including …
— ○ ⏳ — N/A N/A — — —
46211
duyngo91
Enables analysis of Karate framework feature files, extracting dependencies and…
— ○ ⏳ — N/A N/A — — —
46212
adambrand
Enables secure file transfer operations with remote Linux and Windows systems v…
— ○ ⏳ — — — — 81 —
46213
Curious-Layer
Integrates with Razorpay's payment infrastructure to manage orders, process pay…
— ○ ⏳ — — — — 81 —
46214
blumaa
ds-mcp-sync Claim
Syncs design tokens and components from Figma to a Design System codebase, enab…
— ○ ⏳ — N/A N/A — — —
46215
amrahman90
An MCP server that integrates with the Amadeus Flight Availabilities Search API…
— ○ ⏳ — N/A N/A — — —
46216
hanzala-sohrab
Enables natural language interaction with MySQL databases through MCP, supporti…
— ○ ⏳ — — — — — —
46217
bobbyhiddn
Ordinal-MCP Claim
Implements a structured communication bus that allows AI agents to send 'oracle…
— ○ ⏳ — N/A N/A — 95 —
46218
vocab-voyage
20 MCP tools + 17 widgets for SAT/ISEE/SSAT/GRE/GMAT/LSAT prep. Flashcards, qui…
— ○ ⏳ — — — — 81 —
46219
aryaminus
astro Claim
Multi-tradition astrology. 19 modes, 18 tools. Deterministic ephemeris engine.
— ○ ⏳ — N/A N/A — — —
46220
khairu-aqsara
A Model Context Protocol (MCP) server that provides seamless access to Moodle d…
— ○ ⏳ — — — — — —
46221
RosenAdvertising
MCP server providing full Smokeball API coverage for law firm practice manageme…
— ○ ⏳ — — — — 81 —
46222
Wordbe
Creates Windows-compatible ZIP files from macOS by normalizing Unicode filename…
— ○ ⏳ — N/A N/A — — —
46223
oseni99
A minimal Model Context Protocol server implementation that provides tools for …
— ○ ⏳ — — — — 81 —
46224
bratko1234
dbt-mcp Claim
MCP server that provides tools to interact with dbt, including dbt Core, Cloud …
— ○ ⏳ — — — — — —
46225
xiangzhicjm-cyber
cjm_test Claim
— ○ ⏳ — N/A N/A — 95 —
46226
GolderBrother
Gives AI coding assistants cross-session persistent memory with semantic search…
— ○ ⏳ — N/A N/A — — —
46227
bradley-t-t
cryptofort Claim
Encrypted-at-rest credential vault with MCP server for agent credential lookup …
— ○ ⏳ — — — — — —
46228
PurpleBass
Enables AI agents to perform symmetric and asymmetric encryption of text and fi…
— ○ ⏳ — N/A N/A — 95 —
46229
artugrande
Celo MCP Claim
Enables read and write access to the Celo blockchain including balance checks, …
— ○ ⏳ — — — — — —
46230
bioanywhere
Enables AI applications to interact with the Base blockchain network and Coinba…
— ○ ⏳ — — — — 81 —
46231
archergate-mcp
Archergate Claim
Open-source software licensing SDK. Generate ready-to-paste license validation …
— ○ ⏳ — N/A N/A — 95 —
46232
dammyboss
An MCP server providing 69 tools for interacting with Azure DevOps, supporting …
— ○ ⏳ — — — — — —
46233
jeffmetricas
Enables WhatsApp automation through MCP protocol, allowing users to manage sess…
— ○ ⏳ — N/A N/A — 95 —
46234
canopy-attio
ca1 Claim
— ○ ⏳ — N/A N/A — 95 —
46235
axel-belfort
Webhook testing API for AI agents. Send POST/PUT/PATCH/DELETE requests to any e…
— ○ ⏳ — — — — 81 —
46236
berkbirkan
A FastMCP server that exposes core fal.ai model API operations, enabling model …
— ○ ⏳ — — — — — —
46237
cyanheads
Find NOAA tide stations and NDBC buoys, fetch tide predictions, currents, and l…
— ○ ⏳ — — — — — —
46238
kud
Enables search, reading, and posting to Bluesky from any MCP client; features 1…
— ○ ⏳ — — — — — —
46239
arjungowdal4601
Connects MCP-compatible coding agents to VMware vCenter to query information ab…
— ○ ⏳ — — — — — —
46240
venikman
fpf-memory Claim
This MCP server provides a deterministic index of the First Principles Framewor…
— ○ ⏳ — — — — 81 —
46241
drewrad8
Enables interaction with Firewalla network security devices for network monitor…
— ○ ⏳ — — — — 81 —
46242
Shadi1985
Query and analyze charity projects from a project management dashboard using na…
— ○ ⏳ — N/A N/A — — —
46243
fastmcp-me
MCP Ollama Claim
Integrates Ollama's local AI models with MCP clients, enabling listing models, …
— ○ ⏳ — N/A N/A — — —
46244
agent-gate Claim 3
Local mandate gate and proof trail for AI agents that take consequential action…
— ○ — N/A N/A — 46 —
46245
runapi-ai
An MCP server that enables AI image editing and generation using the GPT Image …
— ○ ⏳ — — — — — —
46246
l111403717-cloud
Local-first error memory for AI coding agents, enabling them to search past fix…
— ○ ⏳ — N/A N/A — — —
46247
sergey
clockify-mcp Claim
— ○ ⏳ — N/A N/A — 95 —
46248 — ○ ⏳ — N/A N/A — 95 —
46249
hippogriff-ai
Local-first MCP server that gives Claude Code web search, page reading, video t…
— ○ ⏳ — — — — — —
46250
cityjson
Provides AI assistants with structured access to the CityJSON specification, en…
— ○ ⏳ — — — — — —
Showing 46201–46250 of 69236 servers
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