MCP Server Quality Scores

Independent quality analysis of 33537 public MCP servers

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33537
Discovered
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27057
Scored
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1725
Verified
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16957
Complete
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Grade Distribution

Score Distribution

Newly Added

mcp A clawmaster B Hive Intelligence A ontosphere B ComIDP-MCP-Server C

Biggest Gainers

Bezal — Local Business Intelligence for AI Agents +31 freightgate-mcp-server +3 AgentLore +2

Biggest Drops

顏回 YanHui Debug AI -46 image-processing -46 lead411 -46
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# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
30751
Dumpling-AI
Access data, web scraping, and document conversion APIs by [Dumpling AI](https:…
 — ○ — — — — 81 —
30752
blockehh
Expose Twilio's APIs to AI assistants and tools supporting the Model Context Pr…
 — ○ ⏳ — N/A N/A — 95 —
30753
Minjunkim622
— ○ ⏳ — N/A N/A — — —
30754
nextlaneagency
bigquery-mcp Claim
— ○ — N/A N/A — 95 —
30755
Bogeymanlicitness496
mcp-memento Claim
Provides AI coding assistants with persistent memory storage using a local SQLi…
 — ○ ⏳ — N/A N/A — — —
30756
dynamicendpoints
Access sports data, news, rankings, and projections seamlessly. Retrieve the la…
 — ○ ⏳ — N/A N/A — — —
30757
unclemate
mcp-cosplay Claim
— ○ ⏳ — N/A N/A — — —
30758
grahammccain
23 MCP tools. Context-aware chart pattern intelligence. 24M embeddings, regime-…
 — ○ ⏳ — N/A N/A — — —
30759
pipeworx-io
Mastodon Claim
Mastodon MCP — public Mastodon data via mastodon.social (no auth required)
 — ○ ⏳ — — — — — —
30760
rkashyapa
qualitastech Claim
— ○ ⏳ — N/A N/A — 95 —
30761
kuberstar
qartez-mcp Claim
Semantic code intelligence MCP server for Claude Code - project maps, symbol se…
 — ○ ⏳ — N/A N/A — — —
30762
ExpertVagabond
jupiter-mcp Claim
MCP server providing AI agents with native access to Jupiter's full DeFi stack …
 — ○ ⏳ — — — — — —
30763
thlg057
MCP server for Thomson MO5 C development, 6809, CMOC, SDK, toolchain.
 — ○ ⏳ — N/A N/A — — —
30764
pipeworx-io
Openaq Claim
OpenAQ MCP — wraps OpenAQ v2 API (free, no auth required)
 — ○ ⏳ — — — — — —
30765
yutayamamoto
Formath MCP Claim
Enables extraction of mathematical content from TeX papers and conversion to Le…
 — ○ — N/A N/A — 95 —
30766
Arctusol
Manage Zoho Books contacts, items, estimates, and invoices directly from your w…
 — ○ ⏳ — N/A N/A — — —
30767
wkruithof
MetricSign Claim
Monitor and troubleshoot your Power BI refreshes. Get refresh status, incidents…
 — ○ ⏳ — — — — — —
30768
pipeworx
Live data for AI agents. 250+ data sources, 900+ tools. Ask questions in plain …
 — ○ ⏳ — — — — — —
30769
weather-mcp Claim 1
A simple MCP server for getting weather information.
 — ○ — N/A N/A — 81 —
30770
vladimir
software3 Claim
— ○ — N/A N/A — 95 —
30771
georgetso
MCP Memory Claim 1
An MCP server that gives AI assistants (like Cursor, Claude, Windsurf) the abil…
 — ○ — — — — 81 —
30772
vmanoilov
secu Claim
— ○ — N/A N/A — 95 —
30773
schwarztim
Provides comprehensive tools for managing Elasticsearch clusters, including sec…
 — ○ — — — — 81 —
30774
xenarch
xenarch-mcp Claim
MCP server for USDC micropayments on Base. Pay for x402-gated content, APIs, or…
 — ○ ⏳ — — — — — —
30775
topvisor
MCP server for desktop notifications over stdio
 — ○ ⏳ — N/A N/A — 95 —
30776
jordan
metabase Claim
— ○ — N/A N/A — 95 —
30777
fikrimastor
A CloudFlare Workers-based MCP server that provides semantic memory and journal…
 — ○ — — — — 81 —
30778
raptor.rb
Nano Banana MCP
 — ○ — N/A N/A — 95 —
30779
fxmacrodata
FXMacroData Claim
Macroeconomic and FX time-series data for AI agents: indicators, calendars, COT…
 — ○ ⏳ — — — — — —
30780
hakanoz203
Enables Claude to access and manage YouTube channel data through the YouTube Da…
 — ○ ⏳ — N/A N/A — — —
30781
bknc-odoo
gmail_mcp Claim
— ○ ⏳ — N/A N/A — 95 —
30782
duytnb79
Backlog MCP Server ⚡ Claim
A read-only MCP server that enables users to retrieve and interact with Backlog…
 — ○ — — — — 81 —
30783
samihalawa
— ○ — N/A N/A — 95 —
30784
pipeworx-io
mercury-number MCP — wraps StupidAPIs (requires X-API-Key)
 — ○ ⏳ — — — — — —
30785
yannyhl
Melo Claim
An agentic MCP server for Roblox Studio that provides over 45 tools for script …
 — ○ ⏳ — N/A N/A — — —
30786
wgong
— ○ — N/A N/A — 95 —
30787
kodey-ai
Run SOQL queries to explore and retrieve Salesforce data. Access accounts, cont…
 — ○ — N/A N/A — 95 —
30788
MCP-Mirror
Enables interaction with Warpcast (Farcaster) through Claude, allowing users to…
 — ○ — — — — 81 —
30789
wgong
— ○ — N/A N/A — 95 —
30790
medkachi7
— ○ — N/A N/A — 95 —
30791
opspawn
This MCP server allows an AI assistants to search for flight information online…
 — ○ — N/A N/A — 95 —
30792
gener8v
U.S. demographics, housing, mortgage, migration, and employment data via loc8n …
 — ○ ⏳ — — — — — —
30793
1146345502
Reddit automation for AI agents — browse feeds, search posts, comment, vote, an…
 — ○ ⏳ — N/A N/A — — —
30794
Auxin-io
nyc-friend Claim
— ○ — N/A N/A — 95 —
30795
ktol1
RedTeam-Agent: AI-Powered Autonomous Red Team Framework via Model Context Prot…
 — ○ ⏳ — N/A N/A — — — C
30796
anxi0
— ○ ⏳ — N/A N/A — 95 —
30797
fayamonkey
Enables AI educators to provide simple explanations, interactive demonstrations…
 — ○ — — — — 81 —
30798
soundstear
adsdas Claim
adsdas
 — ○ — N/A N/A — 95 —
30799
Kallind
Enables LLMs to interact with the IIIT Hyderabad Mess System to manage meal reg…
 — ○ ⏳ — — — — — —
30800
elliot-evno
A basic MCP server template with example tools for echoing messages and retriev…
 — ○ ⏳ — N/A N/A — 95 —
Showing 30751–30800 of 33537 servers
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