MCP Server Quality Scores
Independent quality analysis of 58579 public MCP servers
Last updated 44 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 58051 |
phpIPAM MCP Server
Claim
MCP server for phpIPAM IP address management, enabling subnet, VLAN, VRF, and a…
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| 58052 |
n8n MCP Server
Claim
Provides seamless integration between MCP-compatible AI assistants and n8n work…
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| 58053 |
ticket-discovery
Claim
Search and compare concert ticket prices across platforms
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| 58054 |
Postal address validation API for AI agents. Parse and validate addresses world…
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| 58055 |
NarrateAI
Claim
Stop recording your voice. NarrateAI adds professional voiceover to silent scre…
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| 58056 |
Crypto airdrop eligibility API for AI agents. Check any wallet's eligibility fo…
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| 58057 |
yazan4m7
Claim
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| 58058 |
agrasandhany
Claim
Turns local plain-text notes into searchable long-term memory for AI agents thr…
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| 58059 |
ebenova-reddit-monitor
Claim
Monitor Reddit and Nairaland for product keywords with AI drafts.
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| 58060 |
mappls-mcp
Claim
MCP server for Mappls (MapMyIndia) — India-first maps API for AI agents
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| 58061 |
Xylent MCP Server
Claim
Exposes a suite of 31 AI agents and the Ralph Engine orchestration framework to…
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| 58062 |
Healix
Claim
End-to-end AI test generation and QA automation server that orchestrates auto-d…
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| 58063 |
Red Hat API MCP Server
Claim
MCP server providing tools to search Red Hat KCS solutions, retrieve solution d…
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| 58064 |
Chuk MCP STAC
Claim
A Model Context Protocol (MCP) server for searching STAC catalogs, downloading …
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| 58065 |
Enables Claude to interact with Google Workspace services including Gmail, Driv…
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| 58066 |
delx-memory
Claim
Local-first persistent memory MCP: shared SQLite key/value store, searchable, T…
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| 58067 |
AgentBridge MCP Server
Claim
Enables AI agents to discover, validate, and call actions from web apps through…
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| 58068 |
parsimony-mcp
Claim
An MCP server for parsimony connectors that provides cheap discovery tools thro…
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| 58069 |
mcp.hosting — one install, all your MCP servers, managed from the cloud
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| 58070 |
Multi-workspace Linear MCP — PAT auth, 57 tools + 3 prompts, substrate enforcem…
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| 58071 |
Kokoro MCP Server
Claim
Provides text-to-speech generation using the Kokoro-82M model, enabling AI assi…
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| 58072 |
email-validator-ai-mcp
Claim
email-validator-ai-mcp MCP server by MEOK AI Labs
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| 58073 |
GSC SEO MCP
Claim
Professional Google Search Console MCP server providing 40+ SEO tools for perfo…
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| 58074 |
taxformatter
Claim
Parse crypto CSVs and bank PDFs into clean transaction data for Koinly, TurboTa…
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| 58075 |
ManifestYOU
Claim
A soul document API for AI agents. Injects a short grounding preamble into your…
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| 58076 |
Audits other MCP servers for security risks. Returns safe / caution / unsafe / …
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| 58077 |
CaptureMind
Claim
Turn Claude Desktop conversations into visual mind maps via MCP.
Highlights blo…
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| 58078 |
Frappe MCP Server
Claim
Manage your Frappe benches and sites directly from Claude.ai through natural la…
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| 58079 |
ssuMCP
Claim
숭실대학교의 모든 정보 제공과 자동화 에이전트 기능을 MCP 표준 도구로 제공하는 공개 서버
지속적으로 업데이트 및 기능 추가 중입니다
공…
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| 58080 |
pentest-copilot
Claim
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| 58081 |
Excalidraw MCP Server
Claim
Generates beautiful Excalidraw diagrams from natural language descriptions usin…
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| 58082 |
Revel Digital MCP Server
Claim
Enables AI assistants to manage digital signage infrastructure through the Reve…
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| 58083 |
job-search
Claim
Search Korean job postings from JobKorea and Saramin by company name
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| 58084 |
MatterAI MCP Server
Claim
Enables code reviews, implementation planning, and pull request generation for …
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| 58085 |
navmcp
Claim
A browser automation MCP server that enables web page interaction, content extr…
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| 58086 |
roon-mcp
Claim
Controls music playback on a FiiO M23 device through Roon, allowing Claude to s…
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| 58087 |
MetaTrader 5 MCP
Claim
An MCP server that allows agents to trade through MetaTrader 5 by computing pos…
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| 58088 |
mcp-elicitation-proxy
Claim
Let existing MCP servers ask for missing required tool arguments through MCP el…
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| 58089 |
Freebeat MCP server for AI music videos, effects, and media uploads.
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| 58090 |
Homey MCP Server
Claim
Enables AI agents to control Homey smart home devices, trigger flows, and query…
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| 58091 |
mcp-server-hello
Claim
MCP server providing tools for addition, current time, config index updates, a …
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| 58092 |
Reasoning Commons
Claim
AI Reasoning Cache & Consensus Layer with 11 MCP tools via Streamable HTTP.
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| 58093 |
homes-mcp
Claim
homes.com real-estate for Claude — search, property details, photos, compare, m…
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| 58094 |
JLC EDA MCP Server
Claim
Enables MCP clients to control JLCPCB EDA (嘉立创 EDA) for PCB and schematic desig…
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| 58095 |
A Model Context Protocol server that enables searching, retrieving, creating, a…
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| 58096 |
MCP server for WHMCS — 73 tools, 10 resources, 8 prompts, simulate mode, rate l…
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| 58097 |
ProxVanta
Claim
Access your ProxVanta AI setup: teams, contexts, workflows, tools, and more.
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| 58098 |
MapNetwork MCP Server
Claim
Generate styled map images (PNG/SVG) for any location, with customizable color …
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| 58099 |
Adobe Edge Delivery Services (AEM EDS) management with 20 tools for preview, pu…
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| 58100 |
ask-ogino
Claim
Query Shunki Ogino's public profile: his thesis, the tools he builds, and his w…
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