MCP Server Quality Scores

Independent quality analysis of 44440 public MCP servers

44440
Discovered
29489
Scored
2111
Verified
16952
Complete

Last updated 1 hour, 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1701
FadingLight9291117
harmonyos Claim 1
MCP server for HarmonyOS development - interact with projects, devices, and app…
B 79 54 75 58 N/A 67 95 100
1702
msathiyakeerthi
Provides database access capabilities to Claude with support for both SQLite an…
B 79 55 100 56 47 81 100
1703
lightos
Interactive Shell MCP Claim 1
Enables LLMs to create and manage persistent, interactive shell sessions with f…
B 79 54 100 56 N/A 48 87 97
1704
plainly-videos
Enables LLM clients to programmatically generate videos using Plainly's API by …
B 79 54 90 62 N/A 47 95 93
1705
Bosegluon2
Spider MCP Claim
Enables web searching and webpage scraping using pure crawler technology withou…
B 79 54 94 61 N/A 38 95 93
1706
laf-rge
quickbooks-mcp Claim 1
MCP server for QuickBooks Online API integration
B 79 55 79 100 N/A 56 75 79
1707
operantlabs
operant-mcp Claim
Security testing MCP server with 51 tools for penetration testing, network fore…
B 79 44 72 55 95 90
1708
NgoTaiCo
MCP Codebase Index Claim
Enables semantic search across your codebase using Google's Gemini embeddings a…
B 79 54 94 68 N/A 33 95 92
1709
crazyrabbitLTC
MPC Tally API Server Claim 1
A server that allows AI agents to interact with the Tally API to access DAO gov…
B 79 55 100 67 44 80 91
1710
vimo-ai
Memex Claim
Enables searching and retrieving Claude Code conversation history that would ot…
B 79 54 100 37 N/A 66 95 93
1711
alexcz-a11y
Tessie MCP Server Claim
Provides intelligent Tesla vehicle analytics and control through the Tessie API…
B 79 55 84 72 53 81 97
1712
labeveryday
nba_mcp_server Claim 1
Access live and historical NBA statistics including player stats, game scores, …
B 79 54 86 58 N/A 64 94 91
1713
Netherite-Stack
Enables LLM agents to play and survive in Minecraft by abstracting low-level ta…
B 79 55 84 61 75 81 97
1714
defensedotcom
Defense MCP Claim
Provides Claude Desktop access to Defense.com threat intelligence data for risk…
B 79 55 76 72 72 76 99
1715
hanzili
comet-mcp Claim 1
Connect to Perplexity Comet browser for agentic web browsing, deep research, an…
B 79 54 90 57 N/A 57 90 98
1716
globodai-group
Enables AI assistants to manage Google Cloud DNS zones and records, supporting …
B 79 55 90 68 48 81 100
1717
gpartin
WaveGuardClient Claim 1
Physics-based anomaly detection via MCP. Uses Klein-Gordon wave equations on GP…
B 79 66 96 66 73 75 80 82
1718
ryelle
Enables checking WCAG color contrast ratios and accessibility compliance betwee…
B 79 55 82 57 79 82 100
1719
gajus
teemux Claim
Aggregates logs from multiple processes and provides an MCP server for AI agent…
B 79 54 78 66 N/A 63 91 96
1720
Medsaad
MySQL Navigator MCP
B 79 54 88 75 N/A 34 90 93
1721
ryan-crabbe
Enables Claude to interact with physical iOS devices running Expo development b…
B 79 55 90 91 25 80 92
1722
Ansvar-Systems
Costa Rican legislation via MCP — full-text search across statutes and provisio…
B 79 54 71 93 N/A 35 95 91
1723
vargahis
monarch-mcp Claim 2
Comprehensive Monarch Money integration with read and write support for account…
B 79 55 53 82 71 95 98
1724
eddywebs
Enables AI copilots to understand and query Salesforce org configurations throu…
B 79 55 96 72 33 81 99
1725
netanelavr
Trading MCP Server Claim 1
A comprehensive MCP server for stock analysis and trading insights, including s…
B 79 54 96 61 N/A 46 89 92
1726
gleanwork
A Model Context Protocol server that provides AI assistants with access to Glea…
B 79 55 67 73 90 81 89
1727
admica
FileScopeMCP Claim
Analyzes your codebase identifying important files based on dependency relation…
B 79 54 76 61 N/A 74 89 100
1728
ocadaruma
mcp-svstudio Claim 2
MCP server for Synthesizer V AI Vocal Studio, which allows LLMs to create/edit …
B 79 55 69 100 N/A 41 95 79
1729
YonasValentin
Searches top design platforms like Dribbble and Behance to provide UI inspirati…
B 79 54 88 65 58 89 90
1730
indigoprotocol
Cardano MCP Claim
<p align="center"> <img src="https://cdn.simpleicons.org/cardano/0033AD" widt…
B 79 54 78 60 N/A 67 95 96
1731
dirmacs
daedra Claim
Self-contained web search MCP server. Exhaustive backends with automatic fallba…
B 79 54 94 36 N/A 81 90 95
1732
imprvhub
A Model Context Protocol (MCP) integration that provides Claude Desktop with au…
B 79 54 90 58 N/A 63 84 99
1733
wyre-technology
rocketcyber-mcp Claim 1
An MCP server for the RocketCyber Managed SOC platform that provides read-only …
B 79 55 79 65 77 81 97
1734
CryptoAPIs-io
mcp-transactions-data Claim 2
MCP server for transaction lookup across EVM, UTXO, Solana, XRP, Kaspa via Cryp…
B 79 64 81 76 92 37 83 92
1735
aliyun
MCP server for RDS Services via OPENAPI.
B 79 55 65 82 N/A 67 90 90
1736
crewAIInc
ishika_mcp Claim
ishika mcp
B 79 55 96 58 83 81 77
1737
baidu-maps
mcp Claim
Baidu Map MCP Server
B 79 66 86 80 81 57 80 83
1738
henilcalagiya
google-sheets-mcp Claim
Your AI Assistant's Gateway to Google Sheets! 25 powerful tools for seamless Go…
B 79 55 62 100 N/A 51 95 82
1739
bitbonsai
mcp-obsidian Claim 1
Universal AI bridge for Obsidian vaults using MCP. Provides safe read/write acc…
B 79 55 94 100 N/A 49 95 42
1740
Ansvar-Systems
turkish-law-mcp Claim
Turkish legislation via MCP — full-text search across statutes and provisions
B 79 54 71 93 N/A 35 95 91
1741
vpro1032
Enables AI assistants to interact with Neo4j graph databases through natural la…
B 79 55 100 61 47 80 96
1742
jinwon-antbotcore
AntBot MCP Server Claim
Enables integration with AntBot, an AI-based RPA platform, allowing users to li…
B 79 54 90 70 N/A 44 84 96
1743
panbanda
omen Claim
Multi-language code analysis for complexity, debt, hotspots, ownership, and def…
B 79 54 90 31 N/A 85 94 99
1744
yokingma
one-search-mcp Claim
🚀 OneSearch MCP Server: Web Search & Scraper & Extract, Support agent-browser,…
B 79 55 82 100 N/A 73 83 51
1745
guptabhishek
Provides unified web search across multiple providers (Google, Tavily, DuckDuck…
B 79 55 90 63 60 81 96
1746
typing233
edu_video_gen Claim
edu_video_gen
B 79 66 84 86 76 58 81 83
1747
itskaransingh
docling-mcp Claim
B 79 54 68 68 N/A 69 90 100
1748
Haervwe
Helps LLMs maintain coherent timelines, track events, and manage characters acr…
B 79 55 66 82 N/A 52 95 98
1749
infinitnet
Provides seamless access to the ConceptNet semantic knowledge graph, enabling c…
B 79 55 96 56 64 81 91
1750
architectds
mathgraphs-mcp Claim
Math & statistics graphing, computation, visualization, and validation engine
B 79 54 67 100 N/A 34 90 95
Showing 1701–1750 of 44440 servers
« Prev 1 33 34 35 36 37 889 Next »