MCP Server Quality Scores

Independent quality analysis of 68965 public MCP servers

68965
Discovered
→
33703
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1551
anirudhyadavMS
YouTube MCP Server ⚡ Claim
Enables YouTube content browsing, video searching, and metadata retrieval via t…
B 79 5⁄5 ◉ ⏳ 86 68 — 54 82 100
1552
ngoiyaeric
Mapbox MCP Server ⚡ Claim
Enables integration with Mapbox API for navigation and location services, inclu…
B 79 5⁄5 ◉ ⏳ 92 75 — 41 81 94
1553
marco-looy
Pega DX MCP Server ⚡ Claim
Transforms complex Pega Platform interactions into intuitive, conversational ex…
B 79 5⁄5 ◉ ⏳ 96 43 — 82 82 92
1554
antoinedelorme
gravity-swarm ⚡ Claim
Agent reputation network — compute tasks, submit proofs, earn ELO via Nostr MCP
B 79 5⁄5 ◉ ⏳ 72 100 N/A 27 95 87
1555
adityak74
Enables users to search for academic articles on platforms like arXiv using spe…
B 79 5⁄4 ◉ ⏳ 94 47 N/A 53 95 100
1556
PaulBratslavsky
Strapi Content MCP ⚡ Claim
Enables AI assistants to interact directly with Strapi v5 CMS content through f…
B 79 5⁄5 ◉ ⏳ 84 75 — 58 82 92
1557
punkpeye
This server offers secure, read-only access to directory files via the MCP, sup…
B 79 5⁄4 ◉ ⏳ 84 63 N/A 57 95 93
1558
achildrenmile
oeradio-mcp ⚡ Claim
Amateur radio MCP server with band plans, EIRP, cable loss, antenna gains, and …
B 79 6⁄6 ◉ ⏳ 58 100 88 40 81 97
1559
rowlando
Enables Claude to design strength workouts and push them directly to COROS watc…
B 79 5⁄5 ◉ ⏳ 78 73 — 68 81 93
1560
8b-is
smart-tree ⚡ Claim
AI-native directory visualization with semantic analysis, ultra-compressed form…
B 79 5⁄4 ◉ ⏳ 100 37 N/A 82 90 88
1561
Rob-P-Smith
Enables AI assistants to crawl websites, extract and store web content with sem…
B 79 5⁄5 ◉ ⏳ 100 72 — 24 81 99
1562
savethepolarbears
Jules MCP Server ⚡ Claim
Integrates Google's Jules coding agent with AI assistants to delegate autonomou…
B 79 5⁄5 ◉ ⏳ 96 68 — 45 80 94
1563
gregario
godot-forge ⚡ Claim
Godot 4 development companion with test running (GUT/GdUnit4), API docs with 3→…
B 79 5⁄4 ◉ ⏳ 72 62 N/A 76 92 97
1564
baidu-maps
mcp ⚡ Claim
Baidu Map MCP Server
B 79 6⁄6 ◉ ⏳ 86 80 81 57 80 83
1565
nieperdragon
MCP Login Server ⚡ Claim
Provides automated login functionality for localhost web applications using pre…
B 79 5⁄5 ◉ ⏳ 66 100 N/A 22 95 96
1566
n24q02m
mnemo-mcp ⚡ Claim
Persistent AI memory with SQLite hybrid search (FTS5 + semantic). Built-in Qwen…
B 79 5⁄4 ◉ ⏳ 76 68 N/A 83 83 90
1567
kingdomseed
Enforces disciplined programming practices by requiring AI assistants to audit …
B 79 5⁄4 ◉ ⏳ 96 52 N/A 54 90 94
1568
ehc-io
Provides hybrid search over local markdown knowledge bases using BM25 keyword s…
B 79 5⁄5 ◉ ⏳ 88 70 — 59 80 95
1569
testusercar
monarch-mcp-server ⚡ Claim
B 79 5⁄4 ◉ ⏳ 84 70 N/A 49 87 99
1570
christian-byrne
ComfyUI MCP Server ⚡ Claim 1
Enables AI agents to manage ComfyUI workflows using a human-readable Domain Spe…
B 79 5⁄5 ◉ ⏳ 78 82 — 51 81 95
1571
davidculver
CVE MCP Server ⚡ Claim 1
Provides conversational access to a local CVE (Common Vulnerabilities and Expos…
B 79 5⁄5 ◉ ⏳ 90 91 N/A 45 95 60
1572
PsychoSmiley
Enables two LLMs to play Tic-Tac-Toe against each other autonomously using a sh…
B 79 6⁄6 ◉ ⏳ 90 76 94 53 82 70
1573
ErgodicLabs
An MCP-based trivia game server where AI creates rounds with two true statement…
B 79 5⁄4 ◉ ⏳ 90 58 N/A 52 92 94
1574
DMontgomery40
mcp-server-birdstats ⚡ Claim 1
Cross-reference your BirdNET-Pi data with eBird observations using natural lang…
B 79 5⁄5 ◉ ⏳ 78 82 — 54 80 93
1575
Jpisnice
MCP server that gives AI assistants seamless access to shadcn/ui v4 components,…
B 79 5⁄4 ◉ ⏳ 96 30 N/A 88 89 98
1576
narmaku
Linux MCP Server ⚡ Claim 1
Enables read-only Linux system diagnostics and troubleshooting on local and rem…
B 79 5⁄5 ◉ ⏳ 84 74 — 52 82 98
1577
karol-f
Spec MCP Server ⚡ Claim 1
Streamlines development workflows through AI-assisted codebase analysis, compre…
B 79 5⁄5 ◉ ⏳ 72 100 N/A 32 95 81
1578
vpro1032
Enables AI assistants to interact with Neo4j graph databases through natural la…
B 79 5⁄5 ◉ ⏳ 100 61 — 47 80 96
1579
coingecko
Official CoinGecko API MCP Server for Crypto Price & Market Data. More detail…
B 79 5⁄5 ◉ ⏳ 84 61 — 87 81 87
1580
TMTrevisan
Enables LLMs to scrape, index, and search modern and legacy Salesforce document…
B 79 5⁄4 ◉ ⏳ 94 61 N/A 51 89 91
1581
ecr17dev
Laraguard MCP ⚡ Claim
A security audit server for Laravel projects that performs static code analysis…
B 79 5⁄4 ◉ ⏳ 88 60 N/A 53 90 100
1582
georgejeffers
Gemini MCP Server ⚡ Claim
A TypeScript server that integrates Google's Gemini Pro model with Claude Deskt…
B 79 5⁄5 ◉ ⏳ 84 73 — 55 80 96
1583
aj-geddes
Terry-Form MCP ⚡ Claim
A secure, containerized MCP server that enables AI assistants to manage Terrafo…
B 79 5⁄4 ◉ ⏳ 84 51 N/A 75 92 95
1584
talhaorak
pytaiga-mcp ⚡ Claim
A MCP server for interacting with Taiga Project Manager
B 79 5⁄5 ◉ ⏳ 88 51 N/A 81 82 98
1585
Damien829
Aipaygen ⚡ Claim
Offers an extensive collection of utilities for research, web scraping, and pro…
B 79 6⁄6 ◉ ⏳ 100 80 59 55 81 91
1586
rog0x
time ⚡ Claim
Timezone, dates, cron, timestamps for AI agents
B 79 4⁄4 ◉ ⏳ 72 N/A N/A 40 95 100
1587
ELDment
Meting-Agent Claim
🪐 面向 AI 的多音乐平台的 API 代理 • 网易云 • QQ音乐 • 酷狗 • 酷我 🎻 Multi-platform music API agent …
B 79 5⁄4 ◉ ⏳ 68 70 N/A 74 90 98
1588
leandrogavidia
Enables AI assistants to interact with the x402 payment protocol on Solana, all…
B 79 5⁄5 ◉ ⏳ 90 71 — 49 81 98
1589
michaelyuwh
Enables AI agents to securely connect to and query Microsoft SQL Server databas…
B 79 5⁄5 ◉ ⏳ 78 100 — 54 81 71
1590
Badhansen
notion-mcp Claim
A Model Context Protocol (MCP) server that integrates with Notion's API to mana…
B 79 5⁄5 ◉ ⏳ 94 67 — 50 78 100
1591
sidearmDRM
sidearm ⚡ Claim
Protect media from AI training, detect AI-generated content, and find stolen wo…
B 79 5⁄4 ◉ ⏳ 76 71 N/A 73 83 95
1592
alBERT-launcher
Integration server that enables interaction with Google services including Gmai…
B 79 5⁄5 ◉ ⏳ 96 68 — 38 80 100
1593
oscargavin
Enables Claude to interact with Oscribble task projects through natural languag…
B 79 5⁄4 ◉ ⏳ 90 55 N/A 52 90 100
1594
TIMBOTGPT
Enables Claude AI to open files and directories with system default application…
B 79 5⁄4 ◉ ⏳ 90 67 N/A 36 90 99
1595
ergut
mcp-bigquery-server ⚡ Claim 1
Server implementation for Google BigQuery integration that enables direct BigQu…
B 79 5⁄5 ◉ ⏳ 94 57 — 70 80 90
1596
rog0x
string ⚡ Claim
String analyzer, diff, templates for AI agents
B 79 4⁄4 ◉ ⏳ 76 N/A N/A 40 95 98
1597
storacha
Enables AI applications to interact with decentralized storage through a standa…
B 79 5⁄5 ◉ ⏳ 84 72 — 56 82 96
1598
hekmon8
A server that enables interaction with Home Assistant devices and automations t…
B 79 5⁄5 ◉ ⏳ 94 66 — 52 76 99
1599
cexll
Codex MCP Server ⚡ Claim 1
Connects AI assistants like Claude to the Codex CLI for code analysis, editing,…
B 79 5⁄4 ◉ ⏳ 84 65 N/A 67 90 89
1600
guptabhishek
Provides unified web search across multiple providers (Google, Tavily, DuckDuck…
B 79 5⁄5 ◉ ⏳ 90 63 — 60 81 96
Showing 1551–1600 of 68965 servers
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