MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

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66549
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31852
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2112
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16953
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Last updated 2 hours, 42 minutes ago

Grade Distribution

Score Distribution

Newly Added

mcp F Atmita F AnimGen F 24好玩 · 方案空间 F Person Enrichment F

Biggest Gainers

MemoryPlugin +46 Teppek +46 retro +44

Biggest Drops

Scrub MCP -47 Spectral — verified-knowledge oracle -46 scry — agent conduct meter, vow oracle, and the agent town -38
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36501
SuperInstance
Enables Claude Code to query and control the SuperInstance fleet, including fle…
 — ○ ⏳ — — — — — —
36502
MsgMesh Claim 1
Event bus for AI agents: watch_topic long-polls live events; manage topics, sch…
 — ○ — N/A N/A — 69 —
36503
karacurt
Enables AI models to interact with Blockscout API for blockchain data, includin…
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36504
Sebzo-work
Enables deployment of authentication-free MCP servers on Cloudflare Workers tha…
 — ○ ⏳ — — — — 81 —
36505
qiobn
arcpro-mcp Claim
Enables natural language control of live ArcGIS Pro sessions through the Model …
 — ○ ⏳ — N/A N/A — — —
36506
xiaofei03
cite-rag-mcp Claim
A local MCP server for evidence-safe academic citation workflows, including ver…
 — ○ ⏳ — N/A N/A — — —
36507
coze-dev
A Model Context Protocol server that provides Coze resources and tools for mana…
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36508
mdz-axo
Provides comprehensive codebase analysis and semantic understanding through int…
 — ○ ⏳ — N/A N/A — 95 —
36509
tqiqbal
A Model Context Protocol (MCP) server for interacting with Confluence Data Cent…
 — ○ ⏳ — N/A N/A — 95 —
36510
enbock
Enables web search using the Brave Search API, with configurable query and resu…
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36511
giaffa86
A secure-by-default MCP server and CLI for AI agents to inspect Spring Boot rep…
 — ○ ⏳ — N/A N/A — — —
36512
matheusslg
steam-mcp Claim
MCP Server for the Steam Web API — access player profiles, game libraries, achi…
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36513
garniergeorges
Minimal MCP server for inter-session coordination between parallel Claude Code …
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36514
NeuroviaLabs
pg-mcp Claim
Enables read-only PostgreSQL database access with query, table listing, and sch…
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36515
sudenlee
Enables AI agents to query MongoDB databases and project management REST APIs t…
 — ○ ⏳ — — — — 81 —
36516
angelsmolyaninova-design
Enables querying Google Search Console data via natural language, providing too…
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36517
Clarethium
Enables structural framing analysis of documents, identifying perspectives, omi…
 — ○ ⏳ — N/A N/A — — —
36518
Tok
Enables AI assistants to control SuperCollider audio synthesis via OSC, support…
 — ○ ⏳ — N/A N/A — — —
36519
clauxel
OAuth scope approvals and consent receipts for remote MCP servers.
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36520
ahmetshbz1
Enables comprehensive filesystem operations including reading/writing files, di…
 — ○ ⏳ — N/A N/A — 95 —
36521
the-sid-dani
Enables AI assistants to interact with Databricks workspaces through natural la…
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36522
crmchattie
plaid-mcp Claim
MCP servers for the Plaid API, providing tools to access Plaid financial data a…
 — ○ ⏳ — N/A N/A — — —
36523
vipallwork
Enables ChatGPT to supervise Claude Code for automated engineering tasks, with …
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36524
toddamerrill
NameIntel Claim
Score brand names across domain availability, USPTO trademark conflict, social …
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36525
adcrunchdev
AdCrunch Claim
Ask AI about your ads — query Meta, TikTok, and Google Ads performance in natur…
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36526
arthurcarlsonn
aeo-mcp Claim
An MCP server that gives AI agents tools to inspect a website's visibility to A…
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36527
opendatalab
Enables AI agents to search, deep-read, and build knowledge bases from Markdown…
 — ○ ⏳ — N/A N/A — — —
36528
trycatchkamal
Enables AI coding agents to watch directories for live filesystem changes (crea…
 — ○ ⏳ — N/A N/A — — —
36529
openapi
Provides a ready-to-run MCP server and Python SDK for securely interacting with…
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36530
Dg09402
npx Claim
— ○ ⏳ — N/A N/A — 95 —
36531
w4zu
impots-mcp Claim
Transforms Claude into a French tax assistant specialized in French taxation, c…
 — ○ ⏳ — N/A N/A — — —
36532
joshdougall
memory-mcp Claim
Persistent, searchable, versioned memory for AI agents, backed by Valkey and ex…
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36533
agentmark-ai
mcp-server Claim
Inspect AgentMark traces and drive AgentMark Cloud: apps, experiments, metrics,…
 — ○ ⏳ — N/A N/A — — —
36534
QalaLabs
MCP server for daily payment reconciliation between Razorpay and Odoo, with Wha…
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36535
toffu-ai
toffu Claim
AI marketing platform your agent runs end to end: ads, analytics, content, and …
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36536
lordbasilaiassistant-sudo
MCPAGENT Claim
Enables AI agents to discover and interact with onchain agent infrastructure on…
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36537
shubhamauti9
A production-ready MCP server template that connects LLMs and AI agents to exte…
 — ○ ⏳ — N/A N/A — — —
36538
lea-blum
Enables LLMs to query real-time weather data in Israel by automating a browser …
 — ○ ⏳ — N/A N/A — — —
36539
solanabughunter-glitch
opensearch-mcp-server-py is a Model Context Protocol (MCP) server for OpenSearc…
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36540
Aldric-Core
Provides a suite of 35 developer utility APIs including code formatting, data c…
 — ○ ⏳ — — — — 81 —
36541
Kouki-odaka
CC0 open-data registry of community support helplines worldwide. TypeScript MCP…
 — ○ ⏳ — — — — — —
36542
popey
grype-mcp Claim
— ○ ⏳ — N/A N/A — 95 —
36543
ga815647
Enables creating and sharing Fellow Aiden brew profiles as brew.link URLs throu…
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36544
elliot-evno
A basic MCP server built with FastMCP framework that provides example tools inc…
 — ○ ⏳ — N/A N/A — 95 —
36545
binbinsh
— ○ ⏳ — N/A N/A — 95 —
36546
AmaanBilwar
A minimal FastMCP server template for quick deployment to Render with streamabl…
 — ○ ⏳ — — — — 81 —
36547
Magic-Pod
An MCP server that integrates AI agents with MagicPod, enabling natural languag…
 — ○ ⏳ — — — — — —
36548
delta-and-beta
mcp-airtable Claim
Enables AI assistants to perform complete CRUD operations on Airtable bases, ta…
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36549
Suganda25
An MCP server that transforms YouTube educational videos into learning resource…
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36550
hilothefunnydog123-coder
mcp-forge Claim
Turn any OpenAPI spec into a working MCP server — point it at a spec and Claude…
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Showing 36501–36550 of 66549 servers
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