MCP Server Quality Scores

Independent quality analysis of 64698 public MCP servers

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64698
Discovered
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30671
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2112
Verified
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16953
Complete
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Last updated 49 minutes ago

Grade Distribution

Score Distribution

Newly Added

mcp F mcp F ScrapeNest F Corbelworks Agent Reliability F Turrior MCP F

Biggest Gainers

agent-mcp +31 Mozaika +29 signals +23

Biggest Drops

Sunrays — Local Service Booking -56 agentwork-mcp -56 Flatland -25
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37951
lazymac2x
Cloudflare Workers MCP server: api-request-deduplicator
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37952
spokenmd
spoken Claim
Fetch published podcast transcripts as clean Markdown with real speaker names (…
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37953
Octav-Labs
MCP server for querying cryptocurrency portfolio data, transaction history, net…
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37954
pipeworx-io
mcp-kalshi Claim
Provides access to US-regulated prediction-market data from Kalshi, enabling qu…
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37955
BitMeshLtd
Connects AI tools to Remapdb vehicle tuning data, enabling search and retrieval…
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37956
martinshein
mcp Claim
VayaPin MCP: pin resolution + Google Maps geocoding/places + AfterShip tracking…
 — ○ ⏳ — N/A N/A — 95 —
37957
Gonzo3030
project-mcp Claim
MCP server that enables LLMs to read and analyze Microsoft Project schedules, i…
 — ○ ⏳ — N/A N/A — — —
37958
k1y0miiii
tbro-mcp Claim
An MCP server that provides web_search and web_fetch tools returning plain text…
 — ○ ⏳ — N/A N/A — — —
37959
bucketeer-io
Enables AI assistants to search and retrieve content from Bucketeer's feature f…
 — ○ ⏳ — N/A N/A — — —
37960
0x1D-1983
MCP server that exposes book management tools for AI assistants, enabling CRUD …
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37961
cfdude
mcp-finnhub Claim
MCP server providing comprehensive access to Finnhub financial market data API …
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37962
maximbilan
Enables Claude to search and retrieve articles from the Sneaky Sasquatch game w…
 — ○ ⏳ — N/A N/A — — —
37963
innago-property-management
Ratatoskr Claim
No-code MCP server that converts any API spec (OpenAPI, GraphQL, etc.) into MCP…
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37964
beastkp
Enables natural language queries on technical specifications and automated code…
 — ○ ⏳ — N/A N/A — — —
37965
david-constantinescu
Remote MCP server for FTC & Pedro Pathing research, providing tools to search t…
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37966
ismaeldosil
Enables interaction with Uruguayan financial products including loans, credit c…
 — ○ ⏳ — — — — 81 —
37967
omniologynow-rgb
mcp-server Claim
Live AI agent contest platform on Solana mainnet. Compete in skill tournaments …
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37968
liliangshan
A MCP MySQL server with DDL support, permission control and operation logs.
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37969
navin2031992
A Model Context Protocol (MCP) server that exposes 48 tools covering the full s…
 — ○ ⏳ — — — — — —
37970
axeldotdev
Headquarter Claim
An AI-first business and project management tool that stores data locally in Ma…
 — ○ ⏳ — N/A N/A — 95 —
37971
minhasaatish
An MCP server that lets recruiters and AI assistants explore your profile, skil…
 — ○ ⏳ — N/A N/A — — —
37972
xyz50270
Enables LLMs to manage your Microsoft 365 calendar, tasks, and email via Micros…
 — ○ ⏳ — N/A N/A — — —
37973
ZoroPoskai
MCP server for the GitCode API, enabling AI assistants to interact with GitCode…
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37974
Bitbucket MCP Claim 1
Model Context Protocol (MCP) server for Bitbucket Cloud and Server API integrat…
 — ○ — N/A N/A — 81 —
37975
exmuzzy
A comprehensive Model Context Protocol server for Jira Cloud integration, offer…
 — ○ ⏳ — N/A N/A — — —
37976
jumpino27
Provides persistent memory and semantic file discovery for AI coding agents, en…
 — ○ ⏳ — N/A N/A — — —
37977
JohnBreault
Analyzes music and generates xLights light show sequences, compatible with any …
 — ○ ⏳ — N/A N/A — — —
37978
Puthin7778
— ○ ⏳ — N/A N/A — 95 —
37979
PTTG-IT
Integrates with Service Desk Plus Cloud API to enable AI assistants perform CRU…
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37980
pipeworx-io
Wraps the Recreation Information Database (RIDB) API to enable querying recreat…
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37981
hanxing95
Search Google and major search engines through Talordata SERP API for AI agents…
 — ○ ⏳ — N/A N/A — — —
37982
kmjm231
Enables asynchronous task execution and scheduling using RabbitMQ, Celery, and …
 — ○ ⏳ — — — — 81 —
37983
kwaude
Enables AI agents to interact with the XMTP decentralized messaging network. Su…
 — ○ ⏳ — — — — 81 —
37984
pipeworx-io
Arxiv Claim
arXiv MCP — preprint server search (free, no auth)
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37985
CiscoDevNet
MCP server that exposes high-level tooling for Cisco Secure Firewall Management…
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37986
AiAgentKarl
Enables AI agents to search and explore over 570,000 artworks from the Metropol…
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37987
ehddk6-cyber
Connects AI models to real-time search and inventory data for major South Korea…
 — ○ ⏳ — — — — 81 —
37988
Albertous007
DuckDuckGo Search MCP Server. Scrapes DuckDuckGo Lite directly — no API key req…
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37989
jimbursch
AI-to-human attention marketplace. Agents pay CPM to reach humans, earn credits…
 — ○ ⏳ — N/A N/A — 83 —
37990
choihyunsus
Soul Claim
Gives AI agents persistent memory, handoffs, and shared context across sessions…
 — ○ ⏳ — N/A N/A — — —
37991
pipeworx-io
MCP server for Bitcoin block explorer and mempool/fee statistics, providing too…
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37992
maithanhduyan
pg-mcp Claim
A Model Context Protocol server for PostgreSQL that enables database operations…
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37993
ProjectAILiberation
tactus Claim
Content-agnostic control layer for intimate hardware; forwards Buttplug/Intifac…
 — ○ ⏳ — N/A N/A — — —
37994
phuonghx
Serves project memory, tasks, docs, and conventions live over the Model Context…
 — ○ ⏳ — N/A N/A — — —
37995
junqing258
linkedin-mcp Claim
Automates LinkedIn recruiting tasks such as login, search with filters, paginat…
 — ○ ⏳ — N/A N/A — — —
37996
krissanders
Audit how AI sees your website. Per-bot robots.txt verdicts for 22 known AI use…
 — ○ ⏳ — N/A N/A — — —
37997
ssvasan369
A COBOL-based MCP server that provides 7.5% sales tax calculations, demonstrati…
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37998
redseerdigital
agami-core Claim
A governed MCP server that enforces a trust layer between AI agents and databas…
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37999
Sealjay
mcp-signal Claim
Local Signal MCP server: read via Signal Desktop, send via signal-cli
 — ○ ⏳ — N/A N/A — — —
38000
crmy-ai
CRMy Claim
Provides AI agents with operational customer context, including typed revenue o…
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