MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

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66534
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31851
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2112
Verified
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16953
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Last updated 2 hours, 14 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

Teppek +46 MemoryPlugin +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
40501
nasimpc
Enables searching clinical trials, PubMed, Open Targets, and openFDA data, with…
 — ○ ⏳ — — — — — —
40502
Arc Claim 1
Local coordination hub for coding agents: durable shared memory, tasks, and han…
 — ○ — N/A N/A — 81 —
40503
Atharva-Jayappa
blast-scope Claim
Contextual blast-radius scoring for shell commands an AI agent is about to run
 — ○ ⏳ — N/A N/A — — —
40504
the33warehouse-tech
The first MCP server for the wafle commerce platform. It enables Claude, agents…
 — ○ ⏳ — — — — — —
40505
JSM-CN
Enables Jira integration for comprehensive issue management, board operations, …
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40506
zamedic
Enables AI assistants to interact with Labradoc's document management, email in…
 — ○ ⏳ — — — — — —
40507
Maxim11111
A centralized MCP server that enables LLM agents to securely execute commands a…
 — ○ ⏳ — — — — — —
40508
PieterVDMerwe
Enables AI agents to interact with local Ollama models for text generation and …
 — ○ ⏳ — N/A N/A — — —
40509
puxu-msft
neighbors Claim
Enables multiple Claude Code sessions to communicate and coordinate through bro…
 — ○ ⏳ — N/A N/A — — —
40510
circlesac
Serves Markdown documentation as an MCP server, enabling AI agents to answer qu…
 — ○ ⏳ — — — — — —
40511
michaelsong4399
Myrcael Claim
A TypeScript framework for building MCP servers with features for client sessio…
 — ○ ⏳ — — — — 81 —
40512
Aarekaz
Metro MCP Claim
A unified MCP server for US transit systems, supporting Washington DC Metro and…
 — ○ ⏳ — — — — — —
40513
md-ammar-97
Enables appending formatted content to Google Docs and creating styled Gmail dr…
 — ○ ⏳ — — — — — —
40514
BarryHsia
Enables intelligent code navigation and analysis for AOSP development using Ope…
 — ○ ⏳ — N/A N/A — — —
40515
jrogeriosilva
opf-br-mcp Claim
MCP server for token-efficient access to Open Finance Brasil rules, enabling co…
 — ○ ⏳ — N/A N/A — — —
40516
Omarbadran37
AI-powered image analysis using Google Gemini 2.0 Flash with enterprise securit…
 — ○ ⏳ — N/A N/A — — —
40517
clauxel
A paid remote MCP for AI agent browser approval MCP, built to return verdicts, …
 — ○ ⏳ — — — — — —
40518
neoai-agent
A command-line tool for monitoring and analyzing Coralogix logs using the Model…
 — ○ ⏳ — — — — — —
40519
mokemokechicken
Provides AI-friendly stock analysis using Yahoo Finance data, including technic…
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40520
joje6
mcp-server Claim
An example MCP server with StreamableHTTPServerTransport, providing calculator …
 — ○ ⏳ — — — — — —
40521
Themetralla3000
Enables AI assistants to interact with Google Drive, including reading, searchi…
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40522
NYR1-dev
Demonstrates how to develop and run a serverless MCP server using Netlify Funct…
 — ○ ⏳ — — — — — —
40523
alexanderlamb
— ○ ⏳ — N/A N/A — 95 —
40524
sorryorc
A deterministic verification gate for MCP clients that independently checks mod…
 — ○ ⏳ — — — — — —
40525
RaggedR
Enables searching academic papers, exploring citation graphs, and discovering r…
 — ○ ⏳ — — — — — —
40526
devil-imps
An MCP server that provides programmatic access to devil hosting platform manag…
 — ○ ⏳ — N/A N/A — — —
40527
Yoonutz
Remote MCP server for the Torn City API v2, enabling querying of player, factio…
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40528
imyashkale
A simple memory storage server for Claude using the Model Context Protocol (MCP…
 — ○ ⏳ — N/A N/A — — —
40529
industriesfatty-spec
fattly Claim
MCP server that enables AI assistants to generate images, video, and audio via …
 — ○ ⏳ — — — — — —
40530
AojdevStudio
A lightweight MCP server that provides persistent knowledge graph storage for A…
 — ○ ⏳ — N/A N/A — — —
40531
am2308
Enables natural language analysis of AWS cloud costs, waste audits, and budget …
 — ○ ⏳ — N/A N/A — — —
40532
igor47
notmuchproxy Claim
Enables LLMs to search and read email from a notmuch archive, providing tools f…
 — ○ ⏳ — N/A N/A — — —
40533
anboyu-alt
Analyzes Korean DART (Financial Supervisory Service) public disclosures to dete…
 — ○ ⏳ — — — — — —
40534
Direct-TO
Wraps Kali Linux penetration testing tools for authorized security assessments,…
 — ○ ⏳ — N/A N/A — — —
40535
pipeworx-io
Enables querying City of Flagstaff open geospatial data via ArcGIS, including s…
 — ○ ⏳ — — — — — —
40536
warunacds
A Model Context Protocol server that connects AI assistants to your Domain Pilo…
 — ○ ⏳ — — — — — —
40537
simonsysun
SeekLink Claim
Local-first Markdown vault retrieval for agents. Read-only MCP stdio server exp…
 — ○ ⏳ — N/A N/A — — —
40538
kuibin-dev
hsk-mcp Claim
A remote Model Context Protocol (MCP) server that gives AI assistants structure…
 — ○ ⏳ — — — — 81 —
40539
fastmcp-me
MCP server for managing Linode cloud resources via the Linode API, enabling LLM…
 — ○ ⏳ — — — — — —
40540
etheaven
An open-source MCP server that connects your IDE or AI assistant to the Codex C…
 — ○ ⏳ — N/A N/A — — —
40541
polskidegen
MCP server for Hyperliquid that provides read-only on-chain wallet analytics. E…
 — ○ ⏳ — — — — — —
40542
sandraschi
A production-ready FastMCP server that integrates Google Nest Protect devices w…
 — ○ ⏳ — — — — — —
40543
SPerekrestova
MCP server for accessing GitHub documentation via API, allowing users to fetch …
 — ○ ⏳ — — — — — —
40544
Kuon-dev
Enables advanced reasoning and reflection using the Gemini API and OpenRouter m…
 — ○ ⏳ — N/A N/A — — —
40545
devsinsight
Indexes PDF documents into Qdrant and exposes semantic search as MCP tools, ena…
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40546
cygkichi
Enables access to Japanese stock market data via the free J-Quants API, providi…
 — ○ ⏳ — N/A N/A — — —
40547
thedavidquan01
Searches and analyzes competitor ads and content across Meta, Google, Instagram…
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40548
connerkward
Apple Notes Claim
Semantic search + connection-discovery across your own Apple Notes (bridges, sy…
 — ○ ⏳ — N/A N/A — — —
40549
WilliamLINWEN
A Model Context Protocol (MCP) server that provides tools for interacting with …
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40550
AgiFlow
OpenSkill Claim
An MCP server that makes Anthropic Skills universally accessible across coding …
 — ○ ⏳ — N/A N/A — — —
Showing 40501–40550 of 66534 servers
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