MCP Server Quality Scores

Independent quality analysis of 69182 public MCP servers

69182
Discovered
→
33868
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 59 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
51801
Clamepending
ottoauthMCP Claim
Standalone MCP server that proxies tool calls to Ottoauth HTTP endpoints, enabl…
— ○ ⏳ — N/A N/A — — —
51802
BFLabsAI
Enables AI agents to maintain persistent, local memory with retrieval-augmented…
— ○ ⏳ — N/A N/A — — —
51803
cloud9-labs
MCP server for Slack API integration with 14 tools for messaging and channel ma…
— ○ ⏳ — N/A N/A — — —
51804
alibaba
Helios Claim
MCP server that securely reviews AI-generated code for vulnerabilities such as …
— ○ ⏳ — N/A N/A — — —
51805
tungvt93
Provides code intelligence by indexing source code into SQLite and offering MCP…
— ○ ⏳ — N/A N/A — — —
51806
1036007003-wq
Enables Twitter/X marketing automation, including tweet search, account analysi…
— ○ ⏳ — — — — — —
51807
panxiande
A Model Context Protocol server for RSSHub that enables AI assistants to access…
— ○ ⏳ — N/A N/A — — —
51808
devnullvoid
mcp-ssh-tmux Claim
A high-performance MCP server that manages persistent SSH sessions via a local …
— ○ ⏳ — N/A N/A — — —
51809
NovadaLabs
Novada Proxy Claim
Enables AI agents to route HTTP requests through millions of real residential I…
— ○ ⏳ — — — — — —
51810
NoBanks
MCP server for Housecall Pro, providing 5 tools for AI agents to register custo…
— ○ ⏳ — — — — — —
51811
smileCompiler
Enables interaction with Google Ads data via Claude Desktop, providing tools fo…
— ○ ⏳ — — — — — —
51812
ArumallaRevanthReddy
Provides Docker management tools for Claude Code, enabling container, image, ne…
— ○ ⏳ — N/A N/A — — —
51813
rach16
Enables web search via Tavily API, dice rolling, and marketing/company news ret…
— ○ ⏳ — N/A N/A — — —
51814
bakalagoin
Codinfy MCP Claim
MCP server that connects AI agents to Codinfy platform APIs for validating lice…
— ○ ⏳ — — — — — —
51815
iflow-mcp
figma-mcp Claim
Enables AI coding agents to access Figma files and prototypes, allowing them to…
— ○ ⏳ — — — — — —
51816
axel-belfort
NFT metadata lookup API for AI agents. Get name, image URL, attributes, descrip…
— ○ ⏳ — — — — 81 —
51817
Jdu278
Enables integration with Twenty CRM, allowing users to manage contacts, tasks, …
— ○ ⏳ — — — — — —
51818
yuga-hashimoto
Provides persistent memory for AI coding agents through the Model Context Proto…
— ○ ⏳ — N/A N/A — — —
51819
demiliani
Enables AI assistants to manage Dynamics 365 Business Central environments thro…
— ○ ⏳ — N/A N/A — — —
51820
cablate
Enables AI agents to store and recall persistent long-term memories across sess…
— ○ ⏳ — N/A N/A — — —
51821
devcodingskill
Enables browser automation for AI assistants via Playwright, supporting multipl…
— ○ ⏳ — N/A N/A — — —
51822
mailverdict
mailverdict Claim
Keyless email checks: disposable, role, and free-provider detection, MX, and ty…
— ○ ⏳ — — — — — —
51823
davicustodio
GeoNode MCP Claim
MCP server for GeoNode 4.x and 5.x, enabling search, management, and configurat…
— ○ ⏳ — N/A N/A — — —
51824
kurtzhi
A full-featured secure MCP server for local file system operations, with built-…
— ○ ⏳ — — — — — —
51825
hkopenai
Provides access to Hong Kong financial data like business registrations, mortga…
— ○ ⏳ — — — — — —
51826
Anway-Kapoor
strava-mcp Claim
Enables full integration with Strava API v3 for managing activities, athletes, …
— ○ ⏳ — — — — — —
51827
bhsantos11
A Model Context Protocol server that provides access to messages from an extern…
— ○ ⏳ — N/A N/A — 95 —
51828
mariodian
Fetches Mayan zodiac signs from mymayansign.com and generates relationship comp…
— ○ ⏳ — — — — — —
51829
lab-dados
Public MCP server for querying Brazilian court jurisprudence, processes, and co…
— ○ ⏳ — — — — — —
51830
clauxel
Remote MCP for GenAI span mapping, provider normalization, dashboard schemas, a…
— ○ ⏳ — — — — — —
51831
aisandler
MCP server for Google Ads campaign reporting and management via Claude, enablin…
— ○ ⏳ — — — — — —
51832
jhzhu89
Enables web search via Azure OpenAI Responses API with the web_search_preview t…
— ○ ⏳ — — — — — —
51833
duggsha
Local-first WhatsApp and iMessage memory for AI coding agents. It provides MCP …
— ○ ⏳ — N/A N/A — — —
51834
mainorcruz
Connects Claude with Cisco Packet Tracer 9.x to control network topologies, con…
— ○ ⏳ — N/A N/A — — —
51835
honwee
Enables AI tools to manage SSH connections, execute commands, transfer files, a…
— ○ ⏳ — N/A N/A — — —
51836
halimchaibi
A local stdio MCP server that enables AI tools to search a self-hosted Calibre …
— ○ ⏳ — N/A N/A — — —
51837
hostsmith
Enables AI agents to deploy static files and get live HTTPS URLs instantly, wit…
— ○ ⏳ — — — — — —
51838
larrygiroux
Enables AI assistants to perform QC Database tasks such as uploading records, m…
— ○ ⏳ — N/A N/A — — —
51839
4ears-me
Arcane MCP Claim
Enables AI assistants to manage Docker containers, images, volumes, networks, a…
— ○ ⏳ — — — — — —
51840
ThatHunky
agent-coord Claim
A zero-dependency MCP server that allows multiple coding agents to coordinate w…
— ○ ⏳ — N/A N/A — — —
51841
Angeltooth
Enables Claude to search, analyze, and provide detailed information about gambl…
— ○ ⏳ — N/A N/A — — —
51842
rupinder2
mcp-gateway Claim
Aggregates tools from multiple MCP servers with unified BM25/regex search and d…
— ○ ⏳ — N/A N/A — 81 —
51843
motola10
A server that exposes Jira Cloud operations as MCP tools, enabling programmatic…
— ○ ⏳ — — — — — —
51844
madebydia
pokeclaw Claim
Enables MCP clients to spawn and control Codex CLI and Claude Code sessions on …
— ○ ⏳ — — — — — —
51845
Reka0rt
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
— ○ ⏳ — — — — — —
51846
virinchisai
Enables secure enterprise AI agents to access internal tools like GitHub, Gmail…
— ○ ⏳ — — — — — —
51847
sweetrb
Enables AI assistants to query and export from the macOS Apple Photos library u…
— ○ ⏳ — N/A N/A — — —
51848
huikku
nim-mcp Claim
Enables interaction with NIM Labs project tracking through a standardized MCP i…
— ○ ⏳ — — — — 81 —
51849
dyno-nexsoft
An MCP server that integrates with Zentao API to provide tools for accessing ta…
— ○ ⏳ — — — — — —
51850
AIWerk
Wise Personal API: profiles, balances, multi-currency rates, transfers, recipie…
— ○ ⏳ — N/A N/A — — —
Showing 51801–51850 of 69182 servers