MCP Server Quality Scores

Independent quality analysis of 47066 public MCP servers

47066
Discovered
29562
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 5 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6601
jaipandya
MCP server for Product Hunt. Interact with trending posts, comments, collection…
B 71 54 57 73 N/A 31 92 98
6602
jonradoff
chessmata Claim
Chessmata: chess game for humans and AI agents
B 71 54 68 43 N/A 51 92 99
6603
ertugrul59
MCP server that captures TradingView chart images via Selenium — supports any t…
B 71 54 72 40 N/A 64 90 90
6604
dappros
ethora-mcp-server Claim
MCP server for the Ethora chat & messaging platform: chat ops, AI agents, RAG, …
B 71 55 88 82 N/A 47 81 43
6605
hypabase
hypabase Claim
A Python library for storing and querying n-ary relationships with provenance t…
B 71 54 72 31 N/A 77 95 83
6606
DynamicEndpoints
supabase-mcp Claim 2
An MCP server that provides tools for interacting with Supabase databases, stor…
B 71 55 69 66 45 71 98
6607
LangGPT
MCP Fetch Claim 1
A Model Context Protocol server that allows LLMs to retrieve and convert web co…
B 71 55 69 100 49 81 45
6608
jeena-9595
A template project for quickly building Model Context Protocol (MCP) servers us…
B 71 54 94 62 N/A 32 90 59
6609
mpreziuso
MCP Atlas Claim 1
An MCP server that enables AI assistants to manage database migrations and vali…
B 71 55 71 91 N/A 49 95 35
6610
mansurjisan
GFS-Wave (WAVEWATCH III) forecasts and NDBC buoy wave observations
B 71 54 80 32 N/A 54 92 95
6611
EmanuelJr
web3-mcp-server Claim
Enable to request information from EVM chains
B 71 55 80 58 26 81 97
6612
VetCoders
automator-mcp Claim 1
MCP server for macOS Automator that enables AI to control Mac computers by exec…
B 71 55 75 75 N/A 45 95 53
6613
dynamicendpoints
Extract content from Microsoft Learn and GitHub URLs and store it in PocketBase…
B 71 55 72 100 N/A 26 95 46
6614
ofershap
mcp-server-dns Claim 1
DNS lookups, reverse DNS, WHOIS, and domain availability checks. Zero auth, zer…
B 71 55 51 100 N/A 55 95 46
6615
enemyrr
MCP Server Pagespeed Claim 2
Enables AI models to analyze webpage performance using the Google PageSpeed Ins…
B 71 55 78 53 37 82 100
6616
nacgarg
A local MCP server that exposes Bazel build system functionality to AI agents, …
B 71 55 86 75 N/A 37 95 46
6617
ReexpressAI
Reexpress MCP Server
B 71 54 74 28 N/A 61 95 100
6618
maxtheman
mcpManager Claim
A desktop app and local MCP gateway that centralizes management of Claude/Codex…
B 71 54 86 40 N/A 29 95 96
6619
Eversmile12
SharedContext Claim
Provides encrypted, portable memory for AI agents via MCP, allowing fact storag…
B 71 54 84 41 N/A 32 95 92
6620
technophile-04
Enables chatting with PostgreSQL databases through secure GitHub OAuth authenti…
B 71 55 60 72 44 81 97
6621
alex-llm
Query and retrieve information about various adversarial tactics and techniques…
B 71 54 94 36 N/A 21 94 95
6622
labarilem
brainfaq-mcp Claim 1
MCP server for the BrainFuck programming language
B 71 54 59 61 N/A 52 91 93
6623
mparker3
makefilemcpserver Claim 1
An MCP server that exposes Makefile targets as callable tools for AI assistants…
B 71 54 71 56 N/A 44 95 86
6624
dinesh-nalla-se
playwright-mcp Claim 1
Playwright Tools for MCP
B 71 55 62 100 N/A 54 83 46
6625
Connectry-io
Free certification prep for the Claude Certified Architect exam. 390 scenario-b…
B 71 54 96 0 N/A 71 92 99
6626
rasdaman
Enables natural language interaction with rasdaman multidimensional databases b…
B 71 55 82 35 63 80 98
6627
szeider
Consult7 Claim
Enables AI agents to analyze large codebases and document collections by consul…
B 71 55 90 33 68 81 85
6628
fabriciofs
MCP SQL Server Claim 1
An MCP server for Microsoft SQL Server integration that enables users to query,…
B 71 55 69 61 50 80 91
6629
nanameru
Sora2 MCP Claim 1
Enables programmatic creation, management, and remixing of AI-generated videos …
B 71 55 78 68 21 80 93
6630
jagan-shanmugam
open-streetmap-mcp Claim
An OpenStreetMap MCP server with location-based services and geospatial data.
B 71 54 78 31 N/A 53 90 100
6631
z80dev
Cryo MCP Server Claim 1
An API server that implements the Model Completion Protocol (MCP) for Cryo bloc…
B 71 55 88 40 48 77 97
6632
nahmanmate
PostgreSQL MCP Server Claim 1
Facilitates management and optimization of PostgreSQL databases, offering analy…
B 71 55 78 100 47 81 34
6633
nk3750
jitapi Claim
Dynamic API discovery and execution from OpenAPI specs. Uses semantic search an…
B 71 54 96 41 29 83 93
6634
teomarcdhio
Proxmox MCP Server Claim
Enables read-only interaction with Proxmox homelab VMs and containers, allowing…
B 71 55 60 68 42 81 100
6635
SlanyCukr
Enables AI agents to generate and manage specialized bug bounty hunting workflo…
B 71 55 90 58 29 81 84
6636
hirosuke0520
Model Context Protocol server implementation that integrates the LINE Messaging…
B 71 55 60 66 60 82 90
6637
andrewszk
AI agent payment security - spending limits, whitelists, and human approval.
B 71 54 72 67 N/A 32 83 94
6638
anshika1109
An MCP server that provides real-time stock market data and price comparisons f…
B 71 55 79 56 27 82 100
6639
devqxi
Pub.dev MCP Server Claim
Enables AI assistants to search, analyze, and retrieve detailed information abo…
B 71 55 88 75 57 81 43
6640
mjpitz
RFC MCP Server Claim 2
An MCP server that enables programmatic access to IETF RFC documents, allowing …
B 71 55 75 100 42 83 40
6641
rustic-ai
codeprism Claim
An experimental, 100% AI-generated, high-performance code intelligence server p…
B 71 54 94 20 N/A 56 95 85
6642
smriti-AA
smriti Claim
Self-hosted knowledge store and memory layer for AI agents with knowledge graph…
B 71 54 78 33 N/A 57 95 92
6643
lecigarevolant
arXiv MCP Server Claim
Enables interaction with arXiv.org to search scholarly articles, retrieve metad…
B 71 55 90 36 44 81 100
6644
businessarchi
N8N MCP Server Claim 1
Enables management of multiple N8N workflow automation instances through MCP. S…
B 71 55 78 62 27 80 99
6645
brunocpf
Finds the closest Tailwind CSS palette colors to any given CSS color value. Sup…
B 71 54 66 61 N/A 26 95 96
6646
thesidshah
Pokemon MCP Server Claim
Simulates a Pokemon battle system by providing tools for managing Pokemon, exec…
B 71 55 78 55 34 81 98
6647
adexltd
MCP Google Suite Claim 3
A Model Context Protocol server that provides seamless integration with Google …
B 71 55 63 100 62 82 40
6648
Prajapdh
Provides comprehensive Google Sheets integration for creating, reading, updatin…
B 71 55 78 67 21 78 100
6649
thechandanbhagat
CV Forge Claim
Forge powerful, ATS-friendly CVs tailored to any job - an MCP server for intell…
B 71 55 74 82 N/A 56 95 39
6650
jahfer
DAV MCP Server Claim 1
A Model Context Protocol server that allows users to interact with their CalDAV…
B 71 55 63 72 41 81 94
Showing 6601–6650 of 47066 servers
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