MCP Server Quality Scores

Independent quality analysis of 33745 public MCP servers

33745
Discovered
28871
Scored
2088
Verified
16951
Complete

Last updated 1 hour, 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12501
changheesong2020
seegene-bid-mcp Claim
C 61 64 86 71 0 26 90 81
12502
rootiq-ai
Enables AI assistants to interact with Splunk Enterprise and Splunk Cloud insta…
C 61 55 54 52 19 81 91
12503
mrkevindam
google-ads-mcp Claim
C 61 54 60 32 N/A 43 90 81
12504
violet4795
Provides AI coding agents with access to Figma design data through the Figma AP…
C 61 66 74 71 0 55 81 86
12505
tohoanganhai
Provides soccer match predictions and league statistics using xG data and Poiss…
C 61 55 66 33 27 82 93
12506
wangtsiao
Access real-time trending content from the Chinese internet. Connect your AI mo…
C 61 54 45 55 N/A 25 95 78
12507
docker-hackerxbt68
Enables Bitcoin Lightning wallet integration with LLMs through Nostr Wallet Con…
C 61 66 72 68 0 53 81 93
12508
etruong42
Prometheus MCP Claim
A proof-of-concept Prometheus MCP server, which likely enables Claude AI to int…
C 61 54 58 32 N/A 38 87 89
12509
Nebula-Block-Data
integrates with the fastmcp library to expose the full range of NebulaBlock API…
C 61 54 54 35 N/A 22 90 99
12510
bharathvaj-ganesan
whois-mcp Claim 1
MCP Server for whois lookups.
C 61 55 47 82 N/A 46 81 42
12511
scmcphub
Infercnv-MCP Claim
Provides a natural language interface for inferring Copy Number Variations (CNV…
C 61 55 68 61 39 82 44
12512
Sudhanvaha
Enables personal expense management with SQLite storage, allowing users to add,…
C 61 54 60 26 N/A 27 95 95
12513
sapangupta63
MCP Selenium Server Claim 2
A Model Context Protocol server implementation that enables browser automation …
C 61 55 45 82 N/A 44 89 39
12514
kukapay
modbus-mcp Claim 1
An MCP server that standardizes and contextualizes industrial Modbus data.
C 61 54 45 35 N/A 43 95 91
12515
jacklatrobe
A cognitive scaffolding platform that helps AI agents break down complex tasks …
C 61 55 72 30 19 83 94
12516
Edwin1719
A FastMCP-based server that provides data analysis tools for processing, analyz…
C 61 55 62 41 34 80 84
12517
kwanGDss
Bizinfo MCP Server Claim
Enables users to search and query Korean business announcements from 기업마당 (Bizi…
C 61 55 66 82 26 81 37
12518
Pixel2075
Enables searching and retrieving CAIE past-paper questions with filters for sub…
C 61 54 60 33 27 90 89
12519
pyrimid-ai
pyrimid Claim
Onchain agent-to-agent commerce protocol using x402 and ERC-8004. Enables AI ag…
C 61 55 86 0 40 81 95
12520
judyfang0108
An MCP server for MySQL databases that enables schema exploration, query execut…
C 61 55 51 62 25 76 87
12521
zzstoatzz
A serverless MCP (Model Context Protocol) server deployed on Cloudflare Workers…
C 61 55 48 66 21 81 84
12522
ingero-io
Ingero Claim
eBPF-based GPU causal observability with 7 MCP tools for AI-assisted GPU debugg…
C 61 54 68 0 N/A 59 89 93
12523
lukeylias
A Model Context Protocol server that provides AI assistants access to Mesh Desi…
C 61 55 57 48 19 81 94
12524
zpankz
logseq-mcp-tools Claim 1
C 61 55 68 82 N/A 29 95 16
12525
itsphily
MCP Generix Claim
Provides semantic search and management of shared documentation using ChromaDB …
C 61 54 54 31 N/A 29 90 99
12526
choi20201101
Provide access to Naver DataLab data through an MCP server interface, enabling …
C 61 54 32 67 N/A 39 92 77
12527
chris-enea
A Cloudflare Workers-based MCP server that enables deployment of custom tools a…
C 61 55 48 68 21 81 81
12528
bamada
nestjs-mcp Claim
NestJS module for seamless Model Context Protocol (MCP) server integration usin…
C 61 54 78 33 N/A 71 92 28
12529
Wolfe-Jam
gemini-faf-mcp Claim
FAF MCP server for Gemini. 12 tools. Project DNA via IANA-registered .faf forma…
C 61 64 72 46 0 63 95 100
12530
hannesj
openapi-schema Claim 1
OpenAPI Schema Model Context Protocol Server
C 61 55 65 31 24 86 93
12531
adamosk
A Model Context Protocol server that provides secure, multi-database MySQL acce…
C 61 55 63 36 39 81 86
12532
henrydyson
MCP WebSocket Server Claim 1
A WebSocket-based MCP server that enables mail operations including retrieval, …
C 61 55 78 31 21 80 85
12533
Sunwood-ai-labs
A simple note-taking MCP server that allows storing and summarizing notes with …
C 61 54 72 25 N/A 15 95 89
12534
indranilokg
Okta MCP Server Claim
Enables management of Okta identity platform through natural language, allowing…
C 61 66 84 68 0 33 80 98
12535
receptopalak
PostGIS MCP Server Claim 1
A server application that provides PostGIS database connection using Model Cont…
C 61 55 72 75 24 81 34
12536
caiovicentino
A bridge between AI assistants and cryptocurrency payment services that enables…
C 61 55 78 22 25 81 93
12537
bithou
A tool that allows deployment of a Model Context Protocol server on Cloudflare …
C 61 55 48 66 21 81 82
12538
jabberjabberjabber
Enables interaction with qBittorrent through its Web API to search for torrents…
C 61 55 54 51 24 80 93
12539
langfuse
mcp-server-langfuse Claim 1
MCP server to access and manage LLM application prompts created with [Langfuse]…
C 61 66 76 58 0 63 82 95
12540
the1carver
A deployable MCP server on Cloudflare Workers that doesn't require authenticati…
C 61 55 48 68 21 81 81
12541
mrrobotke
A Model Context Protocol service that wraps Django's migration commands as MCP …
C 61 55 60 48 18 81 91
12542
imlewc
Provides an MCP protocol interface for interacting with Elasticsearch 7.x datab…
C 61 55 72 31 42 78 79
12543
inesaranab
Enables web search capabilities through the Tavily API, allowing users to perfo…
C 61 55 62 37 24 81 95
12544
SampsonKY
test Claim
test
C 61 54 54 35 N/A 18 95 100
12545
RuoJi6
An MCP-based Java decompilation tool that uses the CFR decompiler to convert .c…
C 61 54 42 37 N/A 49 92 87
12546
ahmad-act
A centralized employee leave management system that allows users to check leave…
C 61 54 64 25 N/A 18 92 100
12547
kukapay
whale-tracker-mcp Claim 1
A mcp server for tracking cryptocurrency whale transactions.
C 61 55 51 37 45 80 95
12548
daiji-sshr
Stateless Redmine MCP server. Credentials are passed per-request via HTTP heade…
C 61 55 72 0 N/A 59 81 100
12549
madhurprash
This server enables interaction with PostgreSQL databases through the Model Con…
C 61 54 66 22 N/A 25 95 89
12550
sreedhag
Enables interaction with PostgreSQL databases through both HTTP and stdio trans…
C 61 55 60 43 24 81 92
Showing 12501–12550 of 33745 servers
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