MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31834
Scored
2112
Verified
16953
Complete

Last updated 10 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
48251
poisonstefani-dev
A stdio MCP server for the official Threads API, enabling publishing, reading, …
48252
KlausFreiberufler
MCP server that integrates DevFlow with AI code assistants to enforce structure…
48253
Siddharth-coder13
Read-only MCP server for exposing database schema metadata without row data.
N/A N/A
48254
appcreationsca
BumpGuard Claim
Reports which of your code's API usages break when you upgrade a dependency (Py…
N/A N/A
48255
a-earthperson
MCP server for integrating LightRAG with AI tools. Provides a unified interface…
N/A N/A
48256
Wallbit
Wallbit MCP Claim
Enables AI assistants to interact with Wallbit's API for financial operations l…
48257
samkim
An MCP server that enables LLMs to interact with SpiceDB for permission managem…
N/A N/A
48258
kuyen-labs
Manages affiliate programs, analytics, incentives, and payouts through MCP-comp…
48259
dev-montyoh
vikunja-mcp Claim
Enables to interact with Vikunja task management through its REST API, supporti…
48260
liam123-dot
Extracts transcripts, titles, descriptions, and comments from Loom videos via a…
N/A N/A
48261
rahuljava2807
Pipes Claude Code session output into Claude Chat — no more copy-paste between …
N/A N/A 95
48262
wyre-technology
auvik-mcp Claim
An MCP server for Auvik network management, enabling monitoring, management, an…
48263
VVi3ard
1c-buddy-mcp Claim
Lightweight MCP server for 1C.ai integration, enabling queries, code analysis, …
N/A N/A
48264
SiftingIO
Exposes the SiftingIO market-data SDK to AI assistants, enabling live prices, f…
48265
dannyhertz
A Python-based MCP server demonstrating tools for math calculations, time retri…
48266
LorenzoNava99
MCP Agents Claim
Enhances Claude Code's Task tool with session resumption and independent agent …
N/A N/A
48267
quiint
An MCP server that bridges to the Context7 API, enabling querying documentation…
48268
horiastanxd
claude-init Claim
Generates AI context files (CLAUDE.md, AGENTS.md, Cursor/Windsurf/Cline/Continu…
N/A N/A
48269
talandrius
Automates Looker Studio dashboards using Playwright, enabling creation, modific…
N/A N/A
48270
liliangshan
Manages project standards, configurations, and API debugging for AI-assisted de…
N/A N/A
48271
Knuckles-Team
Enables AI agents to manage system updates, application installations, and remo…
48272
MindMadeLab
x-mcp-server Claim
Enables AI assistants to interact with X (Twitter) API v2 for posting tweets, s…
N/A N/A
48273
dwin-gharibi
Enables semantic search and retrieval for Persian content through Roshan AI's B…
48274
xiayangqun
A stdio MCP server that enables agents without native vision to ask an OpenAI-c…
N/A N/A
48275
pipeworx-io
Provides access to the USGS Earthquake Catalog for querying earthquake events v…
48276
tsdevstack
MCP server plugin for the tsdevstack CLI, enabling AI agents to manage infrastr…
N/A N/A
48277
multivon-ai
multivon-mcp Claim
MCP server that gives AI coding agents direct access to evaluation tools.
48278
BrextherFx
An MCP server for Zerodha Kite Connect that enables AI agents to execute trades…
48279
uxfreak
Enables AI assistants to inspect React component trees, props, state, and sourc…
48280
shabaaspay
MCP server for PayTo agreements and payment initiation in Australia.
N/A N/A 90
48281
aryxnsdfs
token-diet Claim
An MCP server that reduces token usage by injecting graph-ranked repo maps, dec…
N/A N/A
48282
elliot-evno
A basic MCP server template with example tools for echoing messages and retriev…
N/A N/A 95
48283
webtoolbox
An MCP server for semantic code search using Qdrant vector database, enabling n…
48284
CarnivalBigTop
dearhuman Claim
Send e-cards to your human. The first store built for AI agents; free, no API k…
48285
PTrobe
Enables querying local meeting notes, calendar events, email metadata, and dail…
N/A N/A
48286
sbrunner-atx
fldigi-mcp Claim
Enables MCP clients like Claude Desktop to control the fldigi amateur radio dig…
48287
demomagic
sip Claim
The sip MCP (Model Context Protocol) integration provides a powerful way to aut…
N/A N/A 95
48288
9Churze
Enables AI assistants to query nearby parties, retrieve party details, and gene…
48289
RetrogradeLabs
Search peer-reviewed papers and research methodology guidance from your AI agen…
48290
RishaanJ
govee-mcp Claim
Control a Govee BLE RGBIC LED strip from Claude (or any MCP client) over Blueto…
N/A N/A
48291
robobobby
danish-cvr Claim
Enables AI assistants to search and look up Danish and Norwegian company regist…
48292
AstroCorp
Enables AI assistants to search the internet using DuckDuckGo and extract clean…
N/A N/A
48293
OneAtDrt
Provides a REST API and MCP server to interact with Bitrix24 CRM, enabling CRUD…
N/A N/A
48294
manganate006
Enables AI assistants to browse properties, manage conversations, update availa…
48295
cool-man-vk
A Model Context Protocol server for managing Amazon DynamoDB resources, providi…
48296
ygerfal
Enables LLMs to list, create, and comment on GitHub issues using your own GitHu…
N/A N/A
48297
yzheeng
A macOS Reminders tool service using AppleScript, exposing CRUD operations via …
N/A N/A
48298
guhcostan
Enables AI assistants to interact with Jira instances via the Model Context Pro…
N/A N/A
48299
potatofacee
turbovec-mcp Claim
Enables local semantic code search using compressed vectors from turbovec and a…
N/A N/A
48300
block
Model Ledger Claim
Model inventory and governance: trace deployed models and their dependencies as…
N/A N/A 95
Showing 48251–48300 of 66518 servers
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