MCP Server Quality Scores

Independent quality analysis of 68965 public MCP servers

68965
Discovered
→
33703
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1601
SidneyBissoli
Diagnoses, drugs & lab codes: ICD-11, SNOMED, LOINC, RxNorm, MeSH, ATC, CID-10.…
B 79 5⁄5 ◉ ⏳ 82 100 — 38 83 77
1602
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
1603
admica
FileScopeMCP ⚡ Claim
Analyzes your codebase identifying important files based on dependency relation…
B 79 5⁄4 ◉ ⏳ 76 61 N/A 74 89 100
1604
rowlando
Enables Claude to design strength workouts and push them directly to COROS watc…
B 79 5⁄5 ◉ ⏳ 78 73 — 68 81 93
1605
ToKiDoO
Empowers AI agents to deeply understand and interact with Obsidian vaults throu…
B 79 5⁄4 ◉ ⏳ 90 63 N/A 50 91 93
1606
vpro1032
Enables AI assistants to interact with Neo4j graph databases through natural la…
B 79 5⁄5 ◉ ⏳ 100 61 — 47 80 96
1607
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
1608
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
1609
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
1610
mcpdotdirect
evm-mcp-server ⚡ Claim
Comprehensive blockchain services for 30+ EVM networks, supporting native token…
B 79 5⁄5 ◉ ⏳ 84 56 — 77 80 100
1611
septapod
Generates entertaining stories told entirely through emojis with adjustable cha…
B 79 5⁄5 ◉ ⏳ 94 83 N/A 24 95 82
1612
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
1613
coingecko
Official CoinGecko API MCP Server for Crypto Price & Market Data. More detail…
B 79 5⁄5 ◉ ⏳ 84 61 — 87 81 87
1614
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
1615
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
1616
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
1617
OilpriceAPI
mcp-server ⚡ Claim
Real-time oil, gas & commodity prices. 26 tools: spot, history, futures, alerts…
B 79 5⁄4 ◉ ⏳ 72 72 N/A 70 83 99
1618
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
1619
baidu-maps
mcp ⚡ Claim
Baidu Map MCP Server
B 79 6⁄6 ◉ ⏳ 86 80 81 57 80 83
1620
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
1621
openSVM
zig-mcp-server ⚡ Claim
A Model Context Protocol (MCP) server that provides Zig language tooling, code …
B 79 5⁄4 ◉ ⏳ 100 40 N/A 69 95 89
1622
abhishekbhakat
airflow-mcp-server ⚡ Claim 1
An MCP server for Apache Airflow
B 79 5⁄4 ◉ ⏳ 77 67 N/A 69 83 100
1623
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
1624
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
1625
Ecolash
𝗠𝗼𝗱𝗲𝗹 𝗖𝗼𝗻𝘁𝗲𝘅𝘁 𝗣𝗿𝗼𝘁𝗼𝗰𝗼𝗹 (𝗠𝗖𝗣) 𝗕𝗮𝘀𝗲𝗱 𝗖𝗟𝗜 𝗔𝗜 | 𝗧𝗼𝗼𝗹 𝗜𝗻𝘁𝗲𝗴𝗿𝗮𝘁𝗶𝗼𝗻 | 𝗚𝗲𝗺𝗶𝗻𝗶 𝟮.𝟬
B 79 5⁄4 ◉ ⏳ 96 72 N/A 36 82 97
1626
ehc-io
Provides hybrid search over local markdown knowledge bases using BM25 keyword s…
B 79 5⁄5 ◉ ⏳ 88 70 — 59 80 95
1627
testusercar
monarch-mcp-server ⚡ Claim
B 79 5⁄4 ◉ ⏳ 84 70 N/A 49 87 99
1628
scottlepp
Jira MCP Server ⚡ Claim 1
Provides AI models with full access to Jira Cloud functionality, enabling issue…
B 79 5⁄5 ◉ ⏳ 94 100 — 57 81 49
1629
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
1630
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
1631
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
1632
amazonbusiness
Provides AI-enabled access to Amazon Business API documentation, sample code, a…
B 79 5⁄5 ◉ ⏳ 72 100 — 44 81 91
1633
MCPJam
Provides complete access to Model Context Protocol documentation through an MCP…
B 79 5⁄4 ◉ ⏳ 96 61 N/A 40 90 95
1634
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
1635
talhaorak
pytaiga-mcp ⚡ Claim
A MCP server for interacting with Taiga Project Manager
B 79 5⁄5 ◉ ⏳ 88 51 N/A 81 82 98
1636
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
1637
rog0x
time ⚡ Claim
Timezone, dates, cron, timestamps for AI agents
B 79 4⁄4 ◉ ⏳ 72 N/A N/A 40 95 100
1638
michaelyuwh
Enables AI agents to securely connect to and query Microsoft SQL Server databas…
B 79 5⁄5 ◉ ⏳ 78 100 — 54 81 71
1639
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
1640
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
1641
rog0x
string ⚡ Claim
String analyzer, diff, templates for AI agents
B 79 4⁄4 ◉ ⏳ 76 N/A N/A 40 95 98
1642
oscargavin
Enables Claude to interact with Oscribble task projects through natural languag…
B 79 5⁄4 ◉ ⏳ 90 55 N/A 52 90 100
1643
kingdomseed
Enforces disciplined programming practices by requiring AI assistants to audit …
B 79 5⁄4 ◉ ⏳ 96 52 N/A 54 90 94
1644
mlorentedev
hive ⚡ Claim
On-demand Obsidian vault access via MCP. Adaptive context loading (67-82% token…
B 79 5⁄5 ◉ ⏳ 70 82 N/A 83 80 83
1645
Seitrace
Enables natural language access to blockchain data and insights through the Sei…
B 79 5⁄5 ◉ ⏳ 96 68 — 42 81 98
1646
bitbonsai
mcp-obsidian ⚡ Claim 1
Universal AI bridge for Obsidian vaults using MCP. Provides safe read/write acc…
B 79 5⁄5 ◉ ⏳ 94 100 N/A 49 95 42
1647
openbnb-org
mcp-server-airbnb ⚡ Claim 1
Provides tools to search Airbnb and get listing details.
B 79 5⁄5 ◉ ⏳ 96 60 — 61 83 91
1648
Cartisien
engram-mcp ⚡ Claim 1
Persistent semantic memory for AI agents. SQLite-backed, local-first, zero conf…
B 79 5⁄4 ◉ ⏳ 90 55 N/A 64 90 92
1649
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
1650
mixelpixx
SSH MCP ⚡ Claim
SSH MCP
B 79 5⁄5 ◉ ⏳ 100 68 — 34 81 98
Showing 1601–1650 of 68965 servers
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