MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 5 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5951
Junhan2
Enables AI image generation, editing, composition, and style transfer in Claude…
B 72 55 60 77 47 81 94
5952
slzatz
Vimango MCP Server Claim
Enables Claude to create and organize markdown research notes directly in your …
B 72 54 78 58 N/A 25 95 90
5953
classfang
ssh-mcp-server Claim
Enables secure remote command execution and bidirectional file transfers on SSH…
B 72 55 72 56 56 76 100
5954
talknerdytome-labs
This MCP server lets you search Facebook's Ad Library, retrieve brand ads, and …
B 72 54 72 51 N/A 49 95 89
5955
Anarkitty1
semantic-frame Claim 1
Token-efficient semantic compression for numerical data. 95%+ token reduction.
B 72 54 60 50 N/A 70 94 90
5956
wdm0006
Mutmut MCP Claim 1
A Model Context Protocol server that provides programmatic APIs for running mut…
B 72 55 51 82 51 81 94
5957
ClawPact
Connects AI agents to the ClawPact marketplace, enabling them to discover tasks…
B 72 55 72 72 32 77 97
5958
MilesCool
RedNote MCP Claim
Enables users to search and retrieve content from Xiaohongshu (Red Book) platfo…
B 72 55 72 100 N/A 44 95 34
5959
pipethedev
Talk to Figma MCP Claim
Allows Cursor AI to communicate with Figma for reading designs and modifying th…
B 72 55 78 57 39 78 99
5960
am2rican5
Integrates Google Calendar with AI assistants through the Model Context Protoco…
B 72 55 66 71 50 81 90
5961
jonaolden
pbixray-mcp-server Claim
A Model Context Protocol enabling AI clients to interact with PowerBI Models by…
B 72 55 84 43 54 76 100
5962
AriEncarnacion
A Cloudflare Workers-deployed MCP server that provides secure remote access to …
B 72 55 78 68 26 81 95
5963
amranu
Provides access to all 471+ DigitalOcean API endpoints through an MCP server th…
B 72 55 92 75 22 81 73
5964
galangw
Enables web searching via Google Search and AI Mode, plus advanced web scraping…
B 72 55 72 100 29 81 60
5965
jihsin
EKMS MCP Server Claim
Enables Claude to search, query, and interact with an Enterprise Knowledge Mana…
B 72 55 88 100 27 81 44
5966
sujalpat1810
OrgFlow MCP Claim
Enables comprehensive organizational data management including employee trackin…
B 72 55 84 66 24 81 92
5967
pepuscz
Typefully MCP Server Claim 2
A Model Context Protocol server that enables AI assistants to create and manage…
B 72 55 71 68 40 82 92
5968
rahulretnan
Enables AI assistants to enhance their responses with relevant documentation th…
B 72 55 84 61 35 76 94
5969
agentscore-trustless
Provides access to the AgentScore Registry on Base Sepolia to retrieve agent re…
B 72 55 74 61 48 81 93
5970
fisknils
Spotify API MCP Claim
Enables interaction with Spotify through OAuth 2.0 authentication, supporting s…
B 72 55 78 68 21 81 100
5971
t4nm4ymittal
Provides access to Google Sheets, Gmail, and Google Calendar through 13 tools t…
B 72 54 84 48 N/A 22 95 98
5972
jimmcq
A Model Context Protocol server that enables Claude Desktop to play the classic…
B 72 55 75 100 N/A 34 95 40
5973
Positronikal
A comprehensive server that enables AI assistants to generate, configure, and m…
B 72 55 66 82 N/A 72 95 40
5974
date-fns
date-fns MCP Claim
Provides access to date-fns documentation and utilities through MCP. Enables us…
B 72 55 62 87 19 81 97
5975
jackedney
A bridge that provides AI assistants with access to WaniKani user data and func…
B 72 55 86 91 N/A 25 95 41
5976
tspspi
mcpXL30 Claim
Enables LLM agents to control a Philips XL30 ESEM microscope by exposing tools …
B 72 55 72 67 65 80 75
5977
scald
A Model Context Protocol server that connects to the Tesla Fleet API, allowing …
B 72 55 81 67 53 74 80
5978
agenticledger
Provides tools for AI assistants to query the Canton Network for data on contra…
B 72 55 84 66 26 84 84
5979
urfanazad
Enables cost optimization and financial operations for Google BigQuery through …
B 72 54 78 53 N/A 22 95 100
5980
RagingOrangutan
rootvine-mcp Claim 1
Cross-platform music and game resolution for AI agents across 15+ platforms.
B 72 55 66 62 N/A 59 82 89
5981
PierrunoYT
Provides AI image generation capabilities using Bytedance's SeedDream 4.0 model…
B 72 55 96 82 47 81 40
5982
Bablu-singh
Enables schema-aware exploration of JSON data by uploading samples, flattening …
B 72 55 78 65 24 82 97
5983
toolwright-adk
Bootstrap Linear projects from natural language — milestones, epics, issues, an…
B 72 54 60 72 N/A 63 78 87
5984
iamkhanwasim
Enables AI applications to perform basic mathematical operations like addition …
B 72 55 84 51 37 81 100
5985
franktheglock
SearXNG MCP Server Claim 1
Enables web search capabilities via a SearXNG instance, allowing for filtered s…
B 72 55 78 100 24 83 55
5986
dattmavis
BPMN-MCP Claim 1
An MCP server that enables AI assistants to programmatically create, modify, an…
B 72 55 75 91 N/A 44 95 41
5987
sdpa
Provides real-time stock quotes, historical price data, financial news, and mul…
B 72 55 86 56 25 81 100
5988
markswendsen-code
Allows users to search for products, access detailed nutritional and allergen i…
B 72 55 90 52 30 80 99
5989
quanticsoul4772
Grafana MCP Server Claim
Enables AI-powered integration with Grafana instances through 52 MCP tools for …
B 72 55 96 43 38 81 93
5990
jpwebb
A reliable server for extracting text from PDF documents using the poppler-util…
B 72 55 84 83 N/A 45 95 39
5991
Cicatriiz
Civitai MCP Server Claim
Provides AI assistants with access to Civitai's collection of AI models, enabli…
B 72 55 90 75 60 81 46
5992
cliffhall
Puzzlebox Claim 1
An MCP server that enables coordination of agents through shared finite state m…
B 72 55 63 58 63 82 98
5993
ericbrown
project-context-mcp Claim 1
Exposes `.context/` folder files as MCP resources, giving Claude Code instant a…
B 72 54 64 38 N/A 71 92 100
5994
avantifellows
Read-only MCP server that enables AI tools like Claude and Cursor to query the …
B 72 55 66 82 24 81 94
5995
themesberg
flowbite-mcp Claim 1
MCP server that provides AI assistance for an open-source UI framework based on…
B 72 55 66 100 N/A 69 83 36
5996
Golto
Pylpex MCP Claim
Enables execution and analysis of Pylpex code through an interpreter, supportin…
B 72 54 66 56 N/A 44 95 94
5997
mastrophot
near-wallet-manager Claim 1
MCP server for NEAR wallet creation, balance checks, and transaction signing.
B 72 54 63 61 N/A 58 87 89
5998
manateeit
Enables AI assistants to interact with Confluence by converting Markdown docume…
B 72 55 72 72 26 80 100
5999
awee1453
RSS-MCP Claim
Professional RSS/Atom feed management system with AI-powered analytics includin…
B 72 55 66 60 64 81 88
6000
wllcnm
DingDing MCP Claim 1
A Model Control Protocol server that provides access to DingDing (Chinese workp…
B 72 55 72 68 29 80 100
Showing 5951–6000 of 67197 servers
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