MCP Server Quality Scores

Independent quality analysis of 69199 public MCP servers

69199
Discovered
→
33883
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
50651
counterpoint-studio
Inspect local audio files — playback, metadata, loudness, spectrogram.
— ○ ⏳ — N/A N/A — — —
50652
joe-watkins
Provides accessibility acceptance criteria for 51 web and 42 native components …
— ○ ⏳ — — — — 81 —
50653
cshara1
Enables AI agents to safely and structurally edit Jupyter Notebook (.ipynb) fil…
— ○ ⏳ — N/A N/A — — —
50654
Perseus-Computing-LLC
Brings live project context into Slack via MCP, enabling developer teams to che…
— ○ ⏳ — — — — — —
50655
Xiao-rx
An MCP server that enables AI agents to directly manage GitHub repositories, in…
— ○ ⏳ — N/A N/A — — —
50656
husw725
API to MCP Claim
Converts any REST API endpoints into MCP tools, enabling AI clients like Cursor…
— ○ ⏳ — N/A N/A — — —
50657
stellarpunk
Control telescopes, cameras, and focusers with AI through natural language, usi…
— ○ ⏳ — — — — — —
50658
AliProgrammin
MCP server that lets AI agents call APIs without ever seeing the credentials, u…
— ○ ⏳ — N/A N/A — — —
50659
Sayali467
Enables interaction with Gmail and Google Docs via MCP, including email search,…
— ○ ⏳ — — — — 81 —
50660
vinkius-labs
The official Model Context Protocol adapter for Salesforce Commerce Cloud (B2C)…
— ○ ⏳ — — — — — —
50661
philipp-mlr
monica-mcp Claim
MCP server for Monica CRM providing 29 tools to manage contacts, activities, no…
— ○ ⏳ — — — — — —
50662
cyanheads
Fleet discovery for the cyanheads MCP ecosystem — semantic search + install sni…
— ○ ⏳ — — — — — —
50663
ReclaimerGold
A Model Context Protocol server that scrapes static HTML with BeautifulSoup for…
— ○ ⏳ — — — — — —
50664
yigitkonur
Enables AI-native prompt management for Latitude.so with full CRUD operations, …
— ○ ⏳ — — — — 81 —
50665
uwek
An MCP server for storing and retrieving thoughts, notes, and ideas with semant…
— ○ ⏳ — N/A N/A — — —
50666
onatozmenn
CreddyMCP Claim
A credit-risk analytics MCP server enabling natural language queries over 30,00…
— ○ ⏳ — — — — — —
50667
Pollo3470
Enables natural language interaction with MoviePilot media library automation, …
— ○ ⏳ — N/A N/A — 95 —
50668
AiAgentKarl
Enables AI agents to search products, lookup barcodes, and manage shopping cart…
— ○ ⏳ — — — — — —
50669
markswendsen-code
MCP server for Starbucks — let AI agents search the menu, customize drinks, fin…
— ○ ⏳ — N/A N/A — — —
50670
STiFLeR7
memex Claim
Temporal knowledge graph of your codebase (Graphiti + Neo4j), served to AI agen…
— ○ ⏳ — N/A N/A — — —
50671
Emieeel
Provides accurate competitive Pokémon information for Pokémon Champions, includ…
— ○ ⏳ — N/A N/A — — —
50672
realMNohgee
RepCheck Claim
Trust & reputation infrastructure for AI agents. Two tools: verify_agent return…
— ○ ⏳ — N/A N/A — — —
50673
janmejai2002
Unstop MCP Claim
Search competitions, hackathons, jobs, internships, and scholarships on Unstop.…
— ○ ⏳ — — — — — —
50674
TheDecipherist
classmcp Claim
Multi-framework MCP server that enables AI to generate clean, semantic CSS clas…
— ○ ⏳ — N/A N/A — — —
50675
dyq086
A Swagger/OpenAPI query tool for MCP clients like Cursor, enabling AI assistant…
— ○ ⏳ — N/A N/A — — —
50676
Shooooooooo
nvim-mcp Claim
Make Neovim feel like Cursor. This MCP server gives an agent full control over …
— ○ ⏳ — N/A N/A — — —
50677
getagentseal
Enables users to scan MCP servers for security threats, check installed servers…
— ○ ⏳ — N/A N/A — — —
50678
dEitY719
A powerful MCP server for summarizing YouTube videos with transcript fetching, …
— ○ ⏳ — N/A N/A — — —
50679
tjun1
MCP server for searching and retrieving pages from Atlassian Confluence.
— ○ ⏳ — — — — — —
50680
sassyrog
Enables LLMs to query and manage MSSQL databases using natural language, suppor…
— ○ ⏳ — N/A N/A — — —
50681
rajmaurya0904
Connects AI assistants to TradingView Desktop for chart analysis, Pine Script d…
— ○ ⏳ — N/A N/A — — —
50682
nduckmink
Arkon Claim
Self-hosted enterprise knowledge hub that compiles organizational docs into a s…
— ○ ⏳ — — — — — —
50683
Mireye-Labs
earth Claim
MCP server for Mireye Earth — federal-source-cited geospatial data for any MCP-…
— ○ ⏳ — — — — — —
50684
flowcast-studio
Flowcast Claim
Turn your AI coding agent into a producer of interactive, narrated walkthroughs…
— ○ ⏳ — N/A N/A — — —
50685
RosenAdvertising
MCP server for Bill4Time providing API coverage for legal billing and time trac…
— ○ ⏳ — N/A N/A — — —
50686
Polaralias
Index and search reusable skills from local folders. Discover relevant skills w…
— ○ ⏳ — N/A N/A — 95 —
50687
omergocmen
Enables programmatic video generation via the json2video API, supporting scene …
— ○ ⏳ — — — — — —
50688
danylo-dudok
vocald Claim
Headless text-to-speech and speech-to-text server with REST and MCP API, suppor…
— ○ ⏳ — — — — — —
50689
PierrunoYT
Provides access to the fal-ai/recraft/v3 image generation model for creating hi…
— ○ ⏳ — — — — 81 —
50690
caleb-love
foxhound Claim 1
MCP server for querying Foxhound traces from Claude Code, Cursor, and other MCP…
— ○ ⏳ — N/A N/A — 83 —
50691
soccervortex
MCP server for OmniStream marketplace that lets AI assistants discover and call…
— ○ ⏳ — — — — — —
50692
algolayer
mapsi-mcp Claim
Geocoding, routing, isochrone, H3, elevation and 13 more geospatial tools via O…
— ○ ⏳ — N/A N/A — — —
50693
rjpruitt16
Aquifer Claim
A MCP Runtime for dealing with spiky agentic traffic in golang
— ○ ⏳ — — — — — —
50694
smian0
A comprehensive system for managing AI-assisted agile development workflows wit…
— ○ ⏳ — — — — 81 —
50695
NahornyiDoc
A local MCP server for managing Jira issues, enabling creation, update, deletio…
— ○ ⏳ — N/A N/A — — —
50696
jdug-jadodev
Efficiently loads, caches, and delivers project file context for AI agents usin…
— ○ ⏳ — N/A N/A — — —
50697
flyingwebie
An MCP server that enables LLMs to interact with Moxie CRM. Provides comprehens…
— ○ ⏳ — N/A N/A — 95 —
50698
jyarbro
Enables searching eBay for auctions by providing a query and number of results,…
— ○ ⏳ — N/A N/A — — —
50699
softvoyagers
Enables AI assistants to generate styled QR codes with customizable colors, sty…
— ○ ⏳ — — — — — —
50700
RufengLai
Enables natural language search of ANSA Python API documentation, allowing AI t…
— ○ ⏳ — N/A N/A — — —
Showing 50651–50700 of 69199 servers