MCP Server Quality Scores

Independent quality analysis of 69343 public MCP servers

69343
Discovered
→
33980
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 18 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41351
tronschell
KanbanThing Claim
Create and drive KanbanThing kanban boards. No account, no API key, board link …
— ○ ⏳ — — — — — —
41352
oee-mcp Claim 1
Overall Equipment Effectiveness tools for AI agents: factors, waterfall, six lo…
— ○ — N/A N/A — 81 —
41353
devchad-cmd
skilldb-mcp Claim
MCP server for SkillDB that enables AI assistants to search, load, and manage A…
— ○ ⏳ — N/A N/A — — —
41354
onigeya
An MCP server implementation that integrates with SiYuan Note system, enabling …
— ○ ⏳ — N/A N/A — 95 —
41355
khalilbenaz
MDAN Claim
Multi-Agent Development Agentic Network that enables AI-driven software develop…
— ○ ⏳ — — — — — —
41356
LucasAllmaBI
Enables programmatic management of a Dify instance, including datasets, apps, a…
— ○ ⏳ — — — — — —
41357
fernando-menendez
Recao Claim
Rank a competitor's EU App Store ads by longevity. From Apple's official Ad Rep…
— ○ ⏳ — — — — — —
41358
intlpullhq
intlpull Claim
AI-powered i18n platform with 50+ tools for translations, OTA releases, and mor…
— ○ ⏳ — N/A N/A — 95 —
41359
Kajdep
Read-only MCP server and JSON API for international country calling codes, ISO …
— ○ ⏳ — — — — — —
41360
thundersoft-td
MCP server integrating VolcEngine for automatic speech recognition (ASR) and te…
— ○ ⏳ — — — — — —
41361
patkretschmer
corviapp Claim
— ○ ⏳ — N/A N/A — 95 —
41362
jordanaftermidnight
Enables AI-powered multi-provider routing and chat through an MCP interface, wi…
— ○ ⏳ — — — — — —
41363
YOUR_GITHUB_USERNAME
Finance research agent for thesis, trade note, and market-state review.
— ○ ⏳ — — — — — —
41364
laxmimerit
An MCP server that enables saving, retrieving, and managing research content us…
— ○ ⏳ — N/A N/A — — —
41365
Gridness
godot-mcp Claim
MCP server for Godot editor automation.
— ○ ⏳ — N/A N/A — — —
41366
xihe-lab
Enables AI coding assistants like Claude Code to perform real-time code linting…
— ○ ⏳ — N/A N/A — — —
41367
JensS
Enables AI assistants to manage film equipment inventory, clients, rental sessi…
— ○ ⏳ — — — — — —
41368
universal-mcp
Provides a standardized interface for interacting with Ghost-Content tools and …
— ○ ⏳ — — — — — —
41369
AbhiRawat4841
Enables AI agents to run Mathematica code, control live notebooks, and verify r…
— ○ ⏳ — — — — — —
41370
AutomateLab-tech
Publish content to DEV.to, Hashnode, GitHub Discussions, Reddit, Bluesky, Linke…
— ○ ⏳ — N/A N/A — — —
41371
berntpopp
genefoundry Claim
Federates 13 gene-related MCP backends (gnomAD, GTEx, etc.) behind a single Str…
— ○ ⏳ — — — — — —
41372
HasanJahidul
Semantic git queries beyond `git log`: who-touched (blame grouped by author wit…
— ○ ⏳ — N/A N/A — — —
41373
pyofart
toolkit-mcp Claim
An MCP server offering developer utilities including JSON validation, base64 en…
— ○ ⏳ — — — — — —
41374
coservices-ee
mcp Claim
European road freight and moving prices: quotes, dated price index, glossary, o…
— ○ ⏳ — — — — — —
41375
laspencer91
better-notes Claim
A personal knowledge management MCP server that enables capturing daily notes, …
— ○ ⏳ — N/A N/A — — —
41376
ehddk6-cyber
Connects AI models to real-time search and inventory data for major South Korea…
— ○ ⏳ — — — — 81 —
41377
cyanheads
Search Jellyseerr/Overseerr, check availability, and create guarded media reque…
— ○ ⏳ — N/A N/A — — —
41378
multiagentcognition
Enables orchestration of multiple AI coding agents (Claude Code, Gemini CLI, et…
— ○ ⏳ — N/A N/A — — —
41379
Maheidem
Integrates with Claude to enable LinkedIn post creation, profile optimization, …
— ○ ⏳ — N/A N/A — — —
41380
iroquois780
Real-time web scraping and crypto price oracle MCP server. Pay 1 USDC on Base b…
— ○ ⏳ — N/A N/A — — —
41381
ope-olatunji
Renders SVG to PNG so AI agents can see the SVG they generate.
— ○ ⏳ — N/A N/A — — —
41382
scavio-ai
Enables real-time search across Google, News, Reddit, YouTube, and Amazon using…
— ○ ⏳ — — — — — —
41383
fastmcp-me
IcebergMCP Claim
Enables natural language interaction with Apache Iceberg Lakehouse tables throu…
— ○ ⏳ — — — — — —
41384
lambda-capture
MCP server that enables semantic search over macroeconomic data using the Lambd…
— ○ ⏳ — — — — — —
41385
seritalien
Verifiable Memory for AI Agents — knowledge graph, FTS, Starknet proofs, local …
— ○ ⏳ — N/A N/A — 75 —
41386
CSOAI-ORG
Fleet-wide shared rate limiter for A2A + multi-MCP deployments. Most MCP server…
— ○ ⏳ — — — — — —
41387
SiftingIO
Exposes the SiftingIO market-data SDK to AI assistants, enabling live prices, f…
— ○ ⏳ — — — — — —
41388
Aradotso
OpenAra Claim
An open-source local MCP server for macOS that provides desktop control tools (…
— ○ ⏳ — N/A N/A — — —
41389
anrawool
Manage Subscribers, Broadcasts, Sequences, Automations, and reporting in Mailri…
— ○ ⏳ — — — — — —
41390
cherryaugusta
A Windows-first Python MCP server for Gmail that reads unread emails and create…
— ○ ⏳ — N/A N/A — — —
41391
pipeworx-io
Enables querying and exploring Bloomington Open Data catalog with tools for sea…
— ○ ⏳ — — — — — —
41392
acato
ebay-mcp Claim
MCP server for eBay buyer-side workflows enabling search, watch, bid, buy, and …
— ○ ⏳ — — — — — —
41393
ThinkInAI-Hackathon
Enables large language models to directly access and search content in ZIM file…
— ○ ⏳ — N/A N/A — — —
41394
mezotv
Enables AI agents to upload temporary public review artifacts (screenshots, scr…
— ○ ⏳ — — — — — —
41395
DivyaV18
Enables interaction with YouTube's Data API through MCP, providing tools for ch…
— ○ ⏳ — N/A N/A — — —
41396
movinginfo
Connects Claude or any MCP client to Laravel Herd, providing 218 tools to manag…
— ○ ⏳ — N/A N/A — — —
41397
backspace-shmackspace
Multi-language SAST and AI-powered fuzzing MCP server for Claude Code integrati…
— ○ ⏳ — N/A N/A — — —
41398
parikshitmadahar
RightCard Claim
Which of your credit cards to use at any store, from verified bank data. No ban…
— ○ ⏳ — — — — — —
41399
v-clinic
Enables AI agents to manage virtual clinic data including patients, visits, dia…
— ○ ⏳ — N/A N/A — — —
41400
rcoscali
Enables GUI automation by capturing screen, controlling mouse/keyboard, and tar…
— ○ ⏳ — N/A N/A — — —
Showing 41351–41400 of 69343 servers
« Prev 1 … 826 827 828 829 830 … 1387 Next »