MCP Server Quality Scores

Independent quality analysis of 67291 public MCP servers

67291
Discovered
32348
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 39 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
63301
Stelath
Enables Claude to create mathematical animation videos using Manim, allowing vi…
N/A N/A 95
63302
gianni1989
MCP server integrating OBSS Timepiece Time in Status for Jira, enabling queries…
63303
valda
Search X (formerly Twitter) in real-time from your AI assistant using xAI's Gro…
63304
marketinglior-pixel
MCP server for AI agent billing. Preflight spend checks before agent runs. Post…
63305
X4MU-L
Enables AI assistants to manage a todo list with add, list, complete, and delet…
N/A N/A
63306
claracarspt
Enables AI assistants to search car inventory, estimate import taxes (ISV) and …
63307
rohit1223
An MCP server for managing Oracle Cloud Infrastructure API Gateways, enabling l…
N/A N/A
63308
bkmashiro
weixin-mcp Claim
Enables AI assistants to send and receive WeChat messages through the official …
N/A N/A
63309
Winding2020
superset-mcp Claim
A Model Context Protocol (MCP) server for managing Apache Superset datasets, me…
63310
Karpenko-Vlad
MCP server that wraps the Proxyline proxy provider API, exposing all methods as…
63311
StemSplit
Remove vocals, extract instrumentals, and split any song into up to six stems —…
63312
guolisen
A Kubernetes management MCP server that provides interfaces for getting informa…
N/A N/A
63313
Sadivo
MyMCP Claim
Provides tools for Synology NAS operations (login, file management) and Chrome …
63314
pavex
Enables token-efficient web reading and HTTP requests for MCP agents, with tool…
63315
rishibajaj-Prodman
Provides a change-intelligence layer for BIM models, enabling diff analysis of …
N/A N/A
63316
jason-bourne-gg
Exposes Aniket Charjan's resume as a queryable API for AI assistants, implement…
N/A N/A
63317
perilevy
MCP server providing 29 tools across 5 layers for semantic TypeScript/JavaScrip…
N/A N/A
63318
lleontor705
Resilient multi-CLI orchestration server for AI agents that routes tasks to Cla…
N/A N/A
63319
OpenTrain-AI
OpenTrain Claim
Hire human data labelers, RLHF annotators, and evaluators from your coding agen…
N/A N/A
63320
coreyjwang
FinDataMCP Claim 1
An MCP server that enables Claude Desktop to access and analyze financial data …
N/A N/A 95
63321
cognis-digital
creatorforge Claim
MCP server for AI content generation, enabling agents to learn a voice, generat…
N/A N/A
63322
man2service
taxfood-mcp Claim
Exposes public agency dining expense data from Korean public institutions, enab…
63323
clauxel
MCP uptime, schema, auth, and SLA receipt monitoring.
63324
everyai-com
distillory Claim
Local-first memory engine that synthesizes entity profiles at ingestion. Enable…
N/A N/A
63325
dy-le
Enables AI assistants to browse, read, write, move, copy, and delete files on W…
63326
Raheem-19
Provides IDE-like semantic code retrieval and editing tools for LLMs, enabling …
N/A N/A
63327
nukk-pain
ullage Claim
Manage your wine cellar through natural language with your AI agent, including …
N/A N/A
63328
ollehmichael
Enhanced Notion MCP server with custom composite tools for task management, inc…
63329
a48zhang
luogu-mcp Claim
Fetches and structures programming problem data from Luogu, enabling AI tools t…
N/A N/A
63330
redhat-community-ai-tools
Provides AI assistants with tools to query, filter, and analyze JIRA issues sto…
81
63331
Saperly
@saperly/mcp Claim
MCP server for Saperly that enables AI agents to provision phone numbers, place…
63332
sinofseven
A simple MCP server for utilizing prompts defined in YAML files.
N/A N/A
63333
xwchris
Generates beautiful Xiaohongshu-style cover images via AI, integrated with MCP-…
63334
Eventual-Inc
Privacy-first MCP server for macOS that allows AI agents to search local images…
N/A N/A
63335
Clarethium
Enables structural framing analysis of documents, identifying perspectives, omi…
N/A N/A
63336
2loch-ness6
Enables AI coding assistants to access grounded, branch-scoped codebase context…
N/A N/A
63337
ironlam
Exposes French political data from Poligraph as MCP tools, allowing journalists…
N/A N/A
63338
vinicius
clockify_mcp Claim
N/A N/A 95
63339
biggling
Cost basis tracking, capital gains calculation, and 1099-DA reconciliation for …
81
63340
enbock
Enables web search using the Brave Search API, with configurable query and resu…
63341
Tairon-ai
Enables interaction with the Monad Testnet blockchain, including reading block …
63342
serdarkaracay
An MCP server that provides AI coding assistants with comprehensive browser aut…
63343
TestStudent156
Enables comparing and renting vGPUs from 30+ cloud providers via Shadeform API,…
63344
m2ux
concept-rag Claim
Enables LLMs to perform conceptual search over local PDF/EPUB documents using a…
N/A N/A
63345
madhurprash
An intelligent AWS monitoring and incident response solution using Anthropic's …
63346
Greg-Swiftomatic
Substack MCP Claim 1
An MCP server that enables AI assistants like Claude to interact with Substack …
81
63347
turtleYJ
Enables Claude Desktop to read and create Notion pages with markdown formatting…
N/A N/A
63348
Yash-0620
Enterprise PostgreSQL MCP secured by Aegis Zero-Trust to block unauthorized SQL…
N/A N/A
63349
Stefan0x03
Conduit Claim
A self-hosted RSS reader MCP server that manages RSS subscriptions and fetches …
63350
stackJx
Reads Modao read-only prototype links and exports a directory of page screensho…
Showing 63301–63350 of 67291 servers