MCP Server Quality Scores

Independent quality analysis of 64698 public MCP servers

64698
Discovered
30671
Scored
2112
Verified
16953
Complete

Last updated 49 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38051
MCP-Mirror
Enables MCP host applications to retrieve and process structured documentation …
81
38052
lunnynight
MCP server for Ketcher chemical structure editor integration, enabling SMILES/M…
N/A N/A
38053
promptfoo
Simulates malicious behaviors and attack vectors for security testing and educa…
38054
ojimpo
otp-mcp Claim
Enables querying self-hosted OpenTripPlanner for accurate transit routes via MC…
38055
KarthikSKumar98
Enables AI assistants to query HPE Aruba Networking Central data (sites, device…
38056
Mr-Tomahawk
An MCP server that allows Claude Code to interact with the OpenAI Codex CLI.
N/A N/A
38057
Immmmmmortal1
Multi-model agent orchestration MCP server that enables plan-code-review-delive…
38058
pplferreira
JokesMCP Claim
MCP server that delivers jokes upon request, adapting to user humor preferences…
38059
us-all
Airflow REST API — 7 tools (DAG list, runs, task instances, log tails, trigger,…
N/A N/A
38060
LostSyscall
py-sandbox Claim
Enables AI agents to execute arbitrary Python code securely in a sandboxed envi…
38061
iamredmh
MCP server for automating Weavy.ai creative workflows. It provides tools to man…
N/A N/A
38062
iamalii27
Enables Claude Desktop to detect construction site hazards from photos, analyze…
38063
lazymac2x
Cloudflare Workers MCP server: api-request-deduplicator
38064
spokenmd
spoken Claim
Fetch published podcast transcripts as clean Markdown with real speaker names (…
38065
Octav-Labs
MCP server for querying cryptocurrency portfolio data, transaction history, net…
38066
pipeworx-io
mcp-kalshi Claim
Provides access to US-regulated prediction-market data from Kalshi, enabling qu…
38067
BitMeshLtd
Connects AI tools to Remapdb vehicle tuning data, enabling search and retrieval…
38068
martinshein
mcp Claim
VayaPin MCP: pin resolution + Google Maps geocoding/places + AfterShip tracking…
N/A N/A 95
38069
Gonzo3030
project-mcp Claim
MCP server that enables LLMs to read and analyze Microsoft Project schedules, i…
N/A N/A
38070
k1y0miiii
tbro-mcp Claim
An MCP server that provides web_search and web_fetch tools returning plain text…
N/A N/A
38071
bucketeer-io
Enables AI assistants to search and retrieve content from Bucketeer's feature f…
N/A N/A
38072
0x1D-1983
MCP server that exposes book management tools for AI assistants, enabling CRUD …
38073
cfdude
mcp-finnhub Claim
MCP server providing comprehensive access to Finnhub financial market data API …
38074
maximbilan
Enables Claude to search and retrieve articles from the Sneaky Sasquatch game w…
N/A N/A
38075
innago-property-management
Ratatoskr Claim
No-code MCP server that converts any API spec (OpenAPI, GraphQL, etc.) into MCP…
38076
beastkp
Enables natural language queries on technical specifications and automated code…
N/A N/A
38077
david-constantinescu
Remote MCP server for FTC & Pedro Pathing research, providing tools to search t…
38078
ismaeldosil
Enables interaction with Uruguayan financial products including loans, credit c…
81
38079
omniologynow-rgb
mcp-server Claim
Live AI agent contest platform on Solana mainnet. Compete in skill tournaments …
38080
liliangshan
A MCP MySQL server with DDL support, permission control and operation logs.
38081
navin2031992
A Model Context Protocol (MCP) server that exposes 48 tools covering the full s…
38082
axeldotdev
Headquarter Claim
An AI-first business and project management tool that stores data locally in Ma…
N/A N/A 95
38083
minhasaatish
An MCP server that lets recruiters and AI assistants explore your profile, skil…
N/A N/A
38084
xyz50270
Enables LLMs to manage your Microsoft 365 calendar, tasks, and email via Micros…
N/A N/A
38085
ZoroPoskai
MCP server for the GitCode API, enabling AI assistants to interact with GitCode…
38086
Bitbucket MCP Claim 1
Model Context Protocol (MCP) server for Bitbucket Cloud and Server API integrat…
N/A N/A 81
38087
exmuzzy
A comprehensive Model Context Protocol server for Jira Cloud integration, offer…
N/A N/A
38088
jumpino27
Provides persistent memory and semantic file discovery for AI coding agents, en…
N/A N/A
38089
JohnBreault
Analyzes music and generates xLights light show sequences, compatible with any …
N/A N/A
38090 N/A N/A 95
38091
PTTG-IT
Integrates with Service Desk Plus Cloud API to enable AI assistants perform CRU…
38092
pipeworx-io
Wraps the Recreation Information Database (RIDB) API to enable querying recreat…
38093
hanxing95
Search Google and major search engines through Talordata SERP API for AI agents…
N/A N/A
38094
kmjm231
Enables asynchronous task execution and scheduling using RabbitMQ, Celery, and …
81
38095
kwaude
Enables AI agents to interact with the XMTP decentralized messaging network. Su…
81
38096
pipeworx-io
Arxiv Claim
arXiv MCP — preprint server search (free, no auth)
38097
CiscoDevNet
MCP server that exposes high-level tooling for Cisco Secure Firewall Management…
38098
AiAgentKarl
Enables AI agents to search and explore over 570,000 artworks from the Metropol…
38099
ehddk6-cyber
Connects AI models to real-time search and inventory data for major South Korea…
81
38100
Albertous007
DuckDuckGo Search MCP Server. Scrapes DuckDuckGo Lite directly — no API key req…
Showing 38051–38100 of 64698 servers
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