MCP Server Quality Scores

Independent quality analysis of 46593 public MCP servers

46593
Discovered
29562
Scored
2112
Verified
16952
Complete

Last updated 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
26151
switch Claim 1
Generate, manage and explore your Switch AI image and video library, scoped to …
B 78 25 90 67
26152
Search crops, check companion planting, explore seasonal calendars, and find pl…
B 78 25 90 67
26153
Scientific literature analyzer and clinical search aggregator.
B 78 25 90 67
26154
TICnine
Provides AI assistants with direct access to Autotask PSA for MSP operations. E…
B 78 34 84 64 81
26155
sveltejs
Svelte MCP Claim
The official Svelte MCP server providing docs and autofixing tools for Svelte d…
B 78 24 76 81
26156
wyre-technology
crewhu-mcp Claim 1
MCP server for Crewhu — customer feedback, employee engagement, and gamificatio…
B 78 34 75 80 81
26157
Public Root Data dental analytics directory for DSOs, dental practices, blog, a…
B 78 25 89 67
26158
Audio features (BPM, key, mood, genre) for real tracks - a Spotify audio-featur…
B 78 25 88 67
26159
SaaS Browser Claim 1
Search 400k+ SaaS and software companies by category, technology, country, pric…
B 78 25 89 67
26160
i3T4AN
Archivist MCP Claim
A local-first memory layer for coding agents to persist and retrieve project de…
B 78 34 94 49 81
26161
cricket-travel Claim 1
Cricket travel specialist. Search tours, destinations, schedules, and submit en…
B 78 25 90 67
26162
shieldspprt
Real-time Solana wallet health analysis platform and top-notch dev tool. Helps …
B 78 34 90 53 81
26163
BbrainFrance
Complete financial infrastructure for AI agents — payments, lending, escrow & m…
B 78 35 66 86 81
26164
bitcoin-signals Claim 1
Signal-first Bitcoin intelligence: sovereign, hiring & hashrate signals over MC…
B 78 25 90 67
26165
AI Humanizer Claim 1
Advanced text styling to preserve semantic human flow.
B 78 25 89 67
26166
Marketgenius Claim 1
Our free Marketgenius investment tools as live, interactive React MCP Apps.
B 78 25 89 67
26167
alimuratkuslu
Comprehensive MCP server for Grafana, Prometheus, Kafka UI, and Datadog with a …
B 77 34 78 69 81
26168
mkellerman
bmad-mcp-server Claim 1
Enables AI assistants to leverage the BMAD methodology with 11 specialized agen…
B 77 34 84 60 81
26169
cryptonaidu
VedIntel AstroAPI MCP Claim 1
Enables compute of live Vedic astrology birth charts, dashas, kundali matches, …
B 77 34 94 45 81
26170
flipr-x402 Claim 1
x402 gateway: AI agents pay USDC on Base to flip coins (Chainlink VRF, streaks …
B 77 25 87 67
26171
jobs Claim 1
Job search engine with 500k+ listings across Austria, Germany and Switzerland (…
B 77 25 87 67
26172
horse-racing Claim 1
Horse Racing 2026 MCP — Cheltenham, Royal Ascot, Kentucky Derby, Melbourne Cup.…
B 77 25 87 67
26173
rmarquis
MCP channel Claim
A lightweight server that enables multi-agent orchestration by allowing agents …
B 77 34 90 50 81
26174
Prince Cloud Claim 1
Convert Markdown, HTML, and web pages to high-quality PDF with Prince.
B 77 25 87 67
26175
Bible translations, books, chapters, verses, and search
B 77 25 87 67
26176
opusforge
gorilla-mcp Claim 1
Lead discovery for solo SaaS founders. Searches Reddit, X, YouTube, and TikTok …
B 77 34 72 80 81
26177
DealerMax Claim 1
Italian cross-dealer MCP: cars, NLT rentals with quotations, dealer directory, …
B 77 25 87 67
26178
Shibui Finance Claim 1
9,900+ US equities, 64 years of prices, financials, technicals, and earnings. A…
B 77 25 87 67
26179
mcp Claim 1
Build travel itineraries with Peek's 300k+ experiences. Search, details, and av…
B 77 25 87 67
26180
agenttic-ai-dev
skill2mcp Claim
Converts SKILL.md documents into MCP-ready tool definitions and generates a dep…
B 77 34 94 43 81
26181
pinkpixel-dev
Agent Skills MCP Claim
Enables discovery and installation of agent skills from curated GitHub reposito…
B 77 34 90 50 81
26182
Sydney-Robotics-Academy
ops-mcp Claim 1
Enables unified management of maintenance windows and incidents across Atlassia…
B 77 34 94 42 81
26183
AI phone answering tools for service businesses — ROI, missed calls, demos acro…
B 77 25 87 67
26184
cyanheads
Access U.S. congressional data - bills, votes, members, committees - via MCP.
B 77 45 100 80 57 61
26185
SteadyFetch Claim 1
Reliable web fetching for AI agents with retry, circuit breaker, caching, and a…
B 77 25 87 67
26186
ganievs
Todoist MCP Server Claim
Provides tools for AI assistants to manage tasks, projects, labels, sections, a…
B 77 34 80 65 81
26187
ledgermem
Enables persistent memory storage and retrieval for MCP clients, allowing AI as…
B 77 34 90 51 81
26188
bill143
Connects Supabase projects to AI assistants, enabling them to manage database t…
B 77 34 84 60 81
26189
niuheilong
Real-time A-share stock data for AI assistants. Provides real-time stock prices…
B 77 34 84 61 81
26190
drasticstatic
hummingbot-mcp Claim
Enables Claude and Gemini CLI to interact with Hummingbot for automated cryptoc…
B 77 34 90 51 81
26191
docxi-org
A cognitive scripting language for structured reasoning with LLMs. 12 built-in …
B 77 34 78 70 81
26192
Waysway-app
waysway Claim
Waysway AI travel MCP for hotels, live prices, restaurants, flights, and activi…
B 77 35 86 63 81
26193
yoselabs
a2atlassian Claim
Agent-to-Atlassian Give AI agents access to Jira and Confluence. Save credenti…
B 77 34 94 43 81
26194
azmartone67
mcp-server Claim
Data-center, power & gas intelligence: 21,000+ facilities, DCPI/DCGI, grid & M&…
B 77 35 86 64 81
26195
HostProfit Claim 1
Revenue intelligence platform for short-term rental operators.
B 77 25 87 67
26196
paulieb89
govuk-mcp Claim
Search GOV.UK content, retrieve full government pages, look up organisations, a…
B 77 34 76 74 81
26197
Tonr Music Claim 1
Free, copyright-safe AI music library for video creators and AI agents.
B 77 25 87 67
26198
SwissDeals Claim 1
Pay-per-call Swiss retail price intelligence (22 retailers). $0.01 USDC via x40…
B 77 25 87 67
26199
servicialo
Open protocol for booking and scheduling professional services via AI agents
B 77 35 66 85 81
26200
Non functional server (yet)
B 77 25 87 67
Showing 26151–26200 of 46593 servers
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