MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56751
CainDez
mcp-gitee Claim
Full-featured MCP server exposing 200+ Gitee API v5 endpoints for repository, i…
56752
vengtoo
Enables management of Vengtoo authorization models, including resource types, s…
56753
dgtalquantumleap-ai
Reddit and Nairaland keyword monitoring with AI reply drafts.
N/A N/A 83
56754
mambalabsdev
Resolve company name, domain, or LinkedIn into one canonical identity with conf…
N/A N/A
56755
yuhuangou
Wordware MCP Claim
A Master Control Program server that allows developers to run Wordware AI flows…
N/A N/A 95
56756
freebase-cloud
Free cloud databases over MCP: query, store, list and annotate across 15 engine…
56757
geraservicesuk
E-commerce marketplace: search products, order, track shipments. 50+ countries.
N/A N/A 95
56758
chrischall
setlist-mcp Claim
setlist.fm concert data for Claude — setlists, artists, venues, tours, and citi…
N/A N/A
56759
TheJoshGriffith
ai-brain Claim
Enables AI assistants like Claude and Codex to read, write, search, and travers…
56760
PGYER
Enables uploading and managing iOS/Android apps on the PGYER platform through M…
56761
lazymac2x
Cloudflare Workers MCP server: api-mock-server
56762
RobertAlsop
UK FCA Financial Services Register with cleaning - 19 tools for firm and indivi…
N/A N/A 83
56763
brandondek
Enables Claude to orchestrate multi-model AI roundtable discussions between GPT…
81
56764
printmoneylab
x402watch Claim
Wash-filtered intelligence layer for x402. 36k+ services indexed, 8-label buyer…
56765
hasdata
Direct access to 40+ scraping and search tools. Extract structured data from Go…
81
56766
agentladle
Enables AI assistants to perform multi-stage residual income projections, disco…
N/A N/A 95
56767
@buihongduc132
mcp-chrome Claim
N/A N/A 95
56768
Tomiwa-31
FinScreen Claim
Loan officer assistant that uses Claude AI and Plaid banking API to assess loan…
56769
pipeworx-io
Provides tools to list curated climate and energy feeds, read feed items, and f…
56770
italia
Enables AI agents to semantically explore and analyze the Italian government da…
56771
twilson63
MCP server for programmatic video generation. Send a prompt, get an MP4.
56772
xDope7137
MCP server that enables LLMs to control Android devices via ADB, providing tool…
N/A N/A
56773
Wordbe
Creates Windows-compatible ZIP files from macOS by normalizing Unicode filename…
N/A N/A
56774
williamvd4
MCP server enabling LLMs to perform browser tasks via SSE transport, allowing c…
N/A N/A 95
56775
woongaro
MCP server that enables AI agents to search Korean laws and retrieve article co…
N/A N/A
56776
appalchapa
Exposes marketing catalogs (offers, assets, campaigns, and computed metrics) to…
56777
Rixmerz
proxy-mcp Claim
Universal MCP proxy server that discovers, searches, and executes tools across …
N/A N/A
56778
max-rousseau
MCP-HASS Claim
Connects AI assistants to Home Assistant, enabling them to discover and control…
56779
eyal81
kimss Claim
Official Kimss MCP server — call your Kimss agents, models, files, and vector s…
56780
XiaoSe532
An MCP server that provides tools for reproducible COMSOL Multiphysics batch wo…
N/A N/A
56781
Starrylyn
High-quality speech-to-text transcription using Zhipu AutoGLM ASR, supporting l…
N/A N/A
56782
spshkar84
Persistent causal memory for AI agents — semantic recall, causal chains, skills.
N/A N/A 81
56783
frontendRicky
PingCode MCP Claim
Enables natural language reading and management of PingCode project work items …
56784
Rohit-ds26
Role-based AI assistant for hospital workflows, patient FAQ, staff tools, and s…
56785
GiftBanda
MCP Server Claim
A simple MCP server that exposes a createUser tool to add users to a local JSON…
N/A N/A
56786
imMamdouhaboammar
Enables AI clients to compose and execute marketing campaigns by mapping free-f…
56787
vechain
Enables AI assistants to search VeChain documentation, query blockchain data (b…
81
56788
RandomSynergy17
Manage your entire Docker infrastructure through natural language with 180 tool…
56789
knownothing20
Enables AI agents to remotely read/write files and execute commands on Linux se…
56790
KazKozDev
footnote-mcp Claim
An MCP server for source-grounded web research that verifies claims against the…
N/A N/A
56791
tysoncung
A minimal Model Context Protocol server starter in TypeScript that enables buil…
N/A N/A
56792
steelhead99x
Provides weather forecast data from the US National Weather Service API through…
81
56793
raviteja-pegata
PolicyPulse connects your AI assistant directly to your Kubernetes policy engin…
56794
jalaj-pandey
Enables managing GitHub repositories, files, and user information through MCP, …
56795
notasandy
Strict AI code reviewer powered by Groq. Finds bugs, vulnerabilities and SQL in…
N/A N/A
56796 N/A N/A 95
56797
santoshyadavdev
An MCP server that exposes e18e module replacement data. It helps AI assistants…
N/A N/A
56798
aisprint
A self-hosted MCP server that enables AI agents to directly interact with your …
56799
maglu
A Model Context Protocol (MCP) server for automated crash analysis using GDB.
N/A N/A
56800
CSOAI-ORG
MCP server wrapping RSPCA Assured farmed trout (2025.07) and salmon (2024.05) w…
N/A N/A
Showing 56751–56800 of 66495 servers