MCP Server Quality Scores

Independent quality analysis of 64698 public MCP servers

64698
Discovered
30691
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 25 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34401
malkreide
MCP Server for Swiss road mobility — shared vehicles, EV charging, traffic aler…
34402
pipeworx-io
mcp-color Claim
Provides color conversion between formats, WCAG contrast ratio computation, and…
34403
Xrondev
An MCP server for TickTick/Dida365 task integration, enabling AI-driven task de…
N/A N/A
34404
ashlarforge
iotforge Claim
Enables AI assistants to discover and control IoT devices on local networks and…
N/A N/A
34405
louiscklaw
Enables LLMs to perform advanced GitHub code searches with intelligent filterin…
N/A N/A
34406
CSOAI-ORG
Agent Cost Allocator MCP — multi-tenant LLM cost attribution for chargeback bil…
81
34407
takeokunn
A Model Context Protocol server for Slite, enabling AI assistants to interact w…
34408
AQuietRiver
Persistent local semantic memory for MCP tools, enabling storing and searching …
N/A N/A
34409
Azibagirramani
todo-mcp Claim
Enables users to manage a todo list with add, list, complete, delete, and clear…
N/A N/A
34410
zen-apps
Provides access to USDA FoodData Central database, enabling food search, nutrit…
34411
defrex
Provides database schema management, query execution, and schema introspection …
N/A N/A
34412
kolodny
jq-mcp Claim
An MCP server that exposes a single tool, jq, for running jq filters against JS…
N/A N/A
34413
mendableai
FireCrawl Claim 1
MCP server for FireCrawl web scraping integration
N/A N/A 95
34414
abstractwebunit
Enables AI to search, retrieve, list notes, and get backlinks from a published …
34415
WiFiWithoutWalls
A hosted MCP server that enables AI agents to interact with the Starlink Enterp…
34416
IndoTender
Search Thai government procurement tenders and bidder companies.
34417
empe-io
Enables users to manage self-sovereign identity credentials by creating schemas…
34418
vincentwongso
mt5-mcp Claim
An MCP server that lets an AI agent read your MetaTrader 5 account and place tr…
N/A N/A
34419
BourbonDog
Amicus Claim
Multi-model LLM Council and parallel AI window for Claude Code. Fork any model,…
N/A N/A
34420
arturochent
Enables Claude to search YouTube for artists and manage playlists on your YouTu…
N/A N/A
34421
aws-samples
Enables analyzing AWS cloud spending and Bedrock usage through natural language…
34422
KolegaLiterat
Provides access to Poland's largest business registry database, enabling compan…
34423
KarateJB
A server providing programming guidelines and coding standards for multiple lan…
N/A N/A
34424
Atomic-Mail
Atomic Mail Claim
Programmable email inbox for AI agents — JMAP, PoW auth, stdio MCP server.
N/A N/A
34425
RonsDad
Enable AI-powered web browser automation with natural language commands. Contro…
N/A N/A 95
34426
opensensor
Enables AI assistants to interact with Netflix Conductor Workflow Engine for tr…
81
34427
chrischall
setlist-mcp Claim
setlist.fm concert data for Claude — setlists, artists, venues, tours, and citi…
N/A N/A
34428
bayway
janusmcp Claim
Local multi-account MCP broker — one endpoint, every account. Switch identity w…
N/A N/A
34429 N/A N/A 95
34430
sincetoday
Extract product mentions, sponsors, and trends from podcast transcripts. Return…
81
34431
QuartzUnit
Embgrep Claim
Local semantic search — embedding-powered grep for files, zero external service…
N/A N/A 95
34432
NewJerseyStyle
An MCP server for first-order logic theorem proving supporting multiple provers…
N/A N/A
34433
soumyaranjansingh-economist
Enables GitHub Copilot CLI to query SFMC SubscriberAPI execution logs for healt…
34434
Alweather-Anurag
ottasia Claim
Where to watch X in Y? 30 Asian and Middle Eastern streaming markets, via Claud…
34435
HoYongJin
gitbook-mcp Claim
A Model Context Protocol server for GitBook that enables reading content and dr…
34436
forgemeshlabs
Blockchain event sequence anomaly detection MCP server using NASA-derived seque…
34437
AIBOLLINGMO
eustore Claim
S3-compatible European object storage for AI agents. GDPR-compliant, EU-hosted,…
N/A N/A 95
34438
MarketcheckHub
Provides 25 interactive automotive intelligence tools for real-time market data…
81
34439
merkezekre2026
MCP server for listing, comparing, and analyzing Turkish TEFAS mutual funds, in…
34440
wolog1
Enables AI tools to remotely control a SIGLENT SDS800X HD series oscilloscope, …
N/A N/A
34441
petpicksco
High Story MCP Server - Automate AI content campaigns and social media manageme…
N/A N/A 83
34442
box7e7
mcp-notify Claim
Sends push notifications from AI assistants to your mobile device. Supports Cla…
34443
Hassanali4
Enables full control of macOS by executing AppleScript commands through an MCP …
N/A N/A
34444
justlend
An MCP server enabling AI agents to interact with JustLend DAO on TRON for lend…
N/A N/A
34445
GodotH
Enables AI assistants to interact with Gmail accounts through IMAP/SMTP, suppor…
81
34446
maxswjeon
psql-mcp Claim
A hardened, read-only Postgres MCP server that enables LLMs to safely query dat…
N/A N/A
34447
fieldviolence
MCP server for querying and optionally trading across prediction markets (Polym…
34448
agarcia-seidor
Mock HTTP server implementing MCP (Model Context Protocol) with streamable HTTP…
34449
Daily ecommerce revenue, inventory, listing, shipping, and restock operations i…
N/A N/A 81
34450
fildb
Enables AI agents to discover, purchase, and query blockchain-based datasets us…
81
Showing 34401–34450 of 64698 servers
« Prev 1 687 688 689 690 691 1294 Next »