MCP Server Quality Scores

Independent quality analysis of 68965 public MCP servers

68965
Discovered
→
33703
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 34 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1851
shopsavvy
Complete product and pricing data solution for AI assistants. Search for produc…
B 79 5⁄5 ◉ ⏳ 84 70 — 58 80 100
1852
crazyrabbitLTC
CoinGecko MCP Server ⚡ Claim 1
Enables interaction with the CoinGecko Pro API to access cryptocurrency data in…
B 79 5⁄5 ◉ ⏳ 90 72 — 41 82 99
1853
admica
FileScopeMCP ⚡ Claim
Analyzes your codebase identifying important files based on dependency relation…
B 79 5⁄4 ◉ ⏳ 76 61 N/A 74 89 100
1854
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
1855
vzeman
ARES MCP Server ⚡ Claim 1
Provides access to the Czech ARES business registry API, enabling search and re…
B 79 5⁄5 ◉ ⏳ 90 72 — 51 82 91
1856
CryptoAPIs-io
mcp-transactions-data ⚡ Claim 2
MCP server for transaction lookup across EVM, UTXO, Solana, XRP, Kaspa via Cryp…
B 79 6⁄4 ◉ ⏳ 81 76 92 37 83 92
1857
sammcj
mcp-data-extractor ⚡ Claim 3
A Model Context Protocol server that extracts embedded data (such as i18n trans…
B 79 5⁄5 ◉ ⏳ 75 100 N/A 66 90 58
1858
rowlando
Enables Claude to design strength workouts and push them directly to COROS watc…
B 79 5⁄5 ◉ ⏳ 78 73 — 68 81 93
1859
consigcody94
Enables automation and management of TP-Link BE3600 routers through browser aut…
B 79 5⁄4 ◉ ⏳ 94 43 N/A 56 95 100
1860
atom2ueki
💾 Model Context Protocol (MCP) server for Synology NAS - Enables AI assistants …
B 79 5⁄5 ◉ ⏳ 100 41 N/A 72 80 100
1861
baidu-maps
mcp ⚡ Claim
Baidu Map MCP Server
B 79 6⁄6 ◉ ⏳ 86 80 81 57 80 83
1862
ceorkm
Kratos MCP ⚡ Claim 1
Ultra-lean memory system for AI coding tools that stores project knowledge loca…
B 79 5⁄4 ◉ ⏳ 90 56 N/A 63 90 93
1863
Ansvar-Systems
ecuadorian-law-mcp ⚡ Claim
Ecuador legislation via MCP -- full-text search across statutes and provisions
B 79 5⁄4 ◉ ⏳ 69 93 N/A 32 95 93
1864
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
1865
ryan-crabbe
Enables Claude to interact with physical iOS devices running Expo development b…
B 79 5⁄5 ◉ ⏳ 90 91 — 25 80 92
1866
X-McKay
Geocode MCP Server ⚡ Claim 1
Provides global geocoding capabilities to convert city names and addresses into…
B 79 5⁄5 ◉ ⏳ 90 56 — 66 83 100
1867
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
1868
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
1869
kingdomseed
Enforces disciplined programming practices by requiring AI assistants to audit …
B 79 5⁄4 ◉ ⏳ 96 52 N/A 54 90 94
1870
coingecko
Official CoinGecko API MCP Server for Crypto Price & Market Data. More detail…
B 79 5⁄5 ◉ ⏳ 84 61 — 87 81 87
1871
CorporateSmalltalkConsultingLtd
ClaudeSmalltalk ⚡ Claim 1
MCP server for AI interaction with live Smalltalk images
B 79 5⁄4 ◉ ⏳ 75 67 N/A 74 90 90
1872
pyscout
WebScout MCP ⚡ Claim 1
Enables reverse engineering of web applications and chat interfaces through bro…
B 79 5⁄5 ◉ ⏳ 72 100 N/A 26 95 85
1873
MCPJam
Provides complete access to Model Context Protocol documentation through an MCP…
B 79 5⁄4 ◉ ⏳ 96 61 N/A 40 90 95
1874
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
1875
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
1876
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
1877
netanelavr
Trading MCP Server ⚡ Claim 1
A comprehensive MCP server for stock analysis and trading insights, including s…
B 79 5⁄4 ◉ ⏳ 96 61 — 46 89 92
1878
darrenjrobinson
entra-news ⚡ Claim
Search the Entra.news newsletter archive — a weekly digest of Microsoft Entra n…
B 79 5⁄4 ◉ ⏳ 90 62 N/A 55 91 88
1879
crewAIInc
ishika_mcp Claim
ishika mcp
B 79 5⁄5 ◉ ⏳ 96 58 — 83 81 77
1880
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
1881
maksimsarychau
mcp-zebrunner Claim 1
Unified Zebrunner MCP server for TCM test cases, suites, coverage analysis, lau…
B 79 5⁄4 ◉ ⏳ 80 70 N/A 74 81 88
1882
Ansvar-Systems
turkish-law-mcp ⚡ Claim
Turkish legislation via MCP — full-text search across statutes and provisions
B 79 5⁄4 ◉ ⏳ 71 93 N/A 35 95 91
1883
QuartzUnit
Diffgrab ⚡ Claim
Web page change tracking with structured diffs. markgrab + snapgrab integration.
B 79 4⁄4 ◉ ⏳ 72 N/A N/A 48 95 97
1884
MervinPraison
PraisonAI Claim
AI Agents Framework with Self Reflection and MCP support
B 79 5⁄4 ◉ ⏳ 94 32 N/A 78 95 99
1885
typing233
edu_video_gen ⚡ Claim
edu_video_gen
B 79 6⁄6 ◉ ⏳ 84 86 76 58 81 83
1886
aquarius-wing
Provides dual-perspective analysis through alternating actor (creator/performer…
B 79 5⁄4 ◉ ⏳ 90 67 N/A 42 92 91
1887
ehc-io
Provides hybrid search over local markdown knowledge bases using BM25 keyword s…
B 79 5⁄5 ◉ ⏳ 88 70 — 59 80 95
1888
edkdev
defi-trading-mcp ⚡ Claim 1
DeFi Trading Agent MCP Server - Transform your AI into an autonomous crypto tra…
B 79 5⁄5 ◉ ⏳ 90 100 N/A 38 95 52
1889
nickdesi
FFBB MCP Server ⚡ Claim
Provides access to real-time data from the French Basketball Federation (FFBB),…
B 79 6⁄6 ◉ ⏳ 74 71 87 69 82 90
1890
guptabhishek
Provides unified web search across multiple providers (Google, Tavily, DuckDuck…
B 79 5⁄5 ◉ ⏳ 90 63 — 60 81 96
1891
hrishirc
Task Orchestration
B 79 5⁄4 ◉ ⏳ 100 61 N/A 43 92 87
1892
amazonbusiness
Provides AI-enabled access to Amazon Business API documentation, sample code, a…
B 79 5⁄5 ◉ ⏳ 72 100 — 44 81 91
1893
msathiyakeerthi
Provides database access capabilities to Claude with support for both SQLite an…
B 79 5⁄5 ◉ ⏳ 100 56 — 47 81 100
1894
yokingma
one-search-mcp ⚡ Claim
🚀 OneSearch MCP Server: Web Search & Scraper & Extract, Support agent-browser,…
B 79 5⁄5 ◉ ⏳ 82 100 N/A 73 83 51
1895
VelixarAi
memory ⚡ Claim
Persistent memory for AI assistants. Store, search, and recall across sessions.
B 79 5⁄4 ◉ ⏳ 90 68 N/A 58 83 91
1896
ElonJask
Exposes ProxyPin's local network capture history to MCP-capable clients for sea…
B 79 5⁄4 ◉ ⏳ 78 67 N/A 65 92 90
1897
neverprepared
Provides secure access to macOS Reminders, Calendar, and Notes using semantic t…
B 79 5⁄4 ◉ ⏳ 78 65 N/A 70 92 89
1898
OGMatrix
mcmodding-mcp ⚡ Claim 1
MC Modding is a Model Context Protocol (MCP) server designed to equip AI assist…
B 79 5⁄4 ◉ ⏳ 100 28 N/A 81 92 94
1899
lukeburciu
Enables users to generate professional AWS architecture diagrams, sequence diag…
B 79 5⁄5 ◉ ⏳ 72 100 — 46 81 90
1900
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 5⁄5 ◉ ⏳ 100 67 — 44 80 91
Showing 1851–1900 of 68965 servers
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