MCP Server Quality Scores

Independent quality analysis of 69111 public MCP servers

69111
Discovered
→
33827
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 30 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12501
johnagan
MCP server that enables collection of data from BuildingLink, providing access …
C 61 5⁄5 ◉ ⏳ 62 47 — 60 81 55
12502
leogue
StockMCP ⚡ Claim
Provides real-time stock market data and financial analysis through Yahoo Finan…
C 61 6⁄6 ◉ ⏳ 94 62 0 23 81 96
12503
vishnumallela
Zendesign MCP Server ⚡ Claim 1
An MCP server that allows Cursor users to fetch real-time information about Zen…
C 61 5⁄4 ◉ ⏳ 45 31 N/A 42 95 93
12504
kami2k1
MCP MySQL Server ⚡ Claim
Enables full control database operations on MySQL through natural language comm…
C 61 5⁄5 ◉ ⏳ 66 33 — 16 81 100
12505
jackmichaud
A modular and extensible tool server built on FastMCP that supports multiple to…
C 61 5⁄5 ◉ ⏳ 72 33 — 21 81 87
12506
0xHashy
fathom-fyi ⚡ Claim
Financial intelligence for AI agents. 31 tools across 8 data sources — regime, …
C 61 5⁄5 ◉ ⏳ 84 0 — 42 81 98
12507
rubenpenap
MCP Auth Claim
A remote MCP server implementation that demonstrates authentication and authori…
C 61 6⁄6 ◉ ⏳ 78 75 0 30 81 98
12508
Ayoub-etoullali
An MCP server that provides AI applications with a toolset for an Artificial Vi…
C 61 5⁄4 ◉ ⏳ 27 50 N/A 44 95 96
12509
cgrdavies
mcp-clickhouse-long-running
C 61 5⁄5 ◉ ⏳ 54 31 — 45 81 97
12510
abuttoncc
A tool server that enables large language models to directly access and utilize…
C 61 5⁄4 ◉ ⏳ 60 33 N/A 42 95 75
12511
ahtishamdilawar
Connects AI assistants to the FAST-NUCES Flex Student Portal, enabling students…
C 61 5⁄4 ◉ ⏳ 54 38 N/A 24 91 96
12512
mashrur-rahman-fahim
AI-powered delivery dispatch management system with 29 tools for managing order…
C 61 6⁄6 ◉ ⏳ 84 71 0 27 80 95
12513
Wildcard-Official
DeepContext ⚡ Claim 1
Adds symbol-aware semantic search to coding agents like Codex CLI and Claude Co…
C 61 6⁄4 ◉ ⏳ 94 65 0 55 88 61
12514
sargioboys51
A deployable Model Context Protocol server that runs on Cloudflare Workers with…
C 61 5⁄5 ◉ ⏳ 48 68 — 21 81 82
12515
878787ya
Enables fetching and analyzing YouTube video comments and replies through the Y…
C 61 5⁄4 ◉ ⏳ 48 43 N/A 24 95 91
12516
henihaddad
GCP MCP ⚡ Claim
Enables managing Google Cloud Platform resources through natural language comma…
C 61 5⁄5 ◉ ⏳ 60 43 — 28 74 96
12517
zhenzp
Fund MCP Server ⚡ Claim 1
A Model Context Protocol server that provides access to a fund knowledge base. …
C 61 5⁄5 ◉ ⏳ 57 61 — 36 80 67
12518
mohamedaadhil96
Fetches real-time official documentation for LangChain, LlamaIndex, and OpenAI …
C 61 5⁄5 ◉ ⏳ 60 40 — 27 81 94
12519
thinkitpossible
Provides advanced mathematical calculation capabilities including symbolic alge…
C 61 5⁄5 ◉ ⏳ 94 33 — 42 81 45
12520
2022124030jc
Date-MCP Server ⚡ Claim
A Model Context Protocol service that handles date and time conversions for Chi…
C 61 5⁄5 ◉ ⏳ 54 55 — 22 83 85
12521
stephenjhsu
A FastAPI-based server that provides tools for local file management and Databr…
C 61 5⁄5 ◉ ⏳ 66 41 — 16 81 94
12522
unscene
Enables audio file analysis using Google's Gemini multimodal models with suppor…
C 61 5⁄5 ◉ ⏳ 62 40 — 29 81 86
12523
onlineprfoundation
Search PR agencies, browse publications, buy press release distribution & media…
C 61 5⁄5 ◉ ⏳ 76 0 — 50 81 98
12524
222wcnm
Track Bilibili creators and get the latest updates on videos, dynamics, and art…
C 61 6⁄6 ◉ ⏳ 76 72 0 48 81 87
12525
derekdong-star
Enables interaction with the Boss直聘 recruitment platform to search for jobs and…
C 61 5⁄4 ◉ ⏳ 54 42 N/A 43 87 76
12526
rootiq-ai
Enables AI assistants to interact with Splunk Enterprise and Splunk Cloud insta…
C 61 5⁄5 ◉ ⏳ 54 52 — 19 81 91
12527
Ansvar-Systems
dominican-law-mcp ⚡ Claim
Dominican Republic legislation via MCP -- full-text search across statutes and …
C 61 6⁄6 ◉ ⏳ 86 56 0 51 82 91
12528
Sudhanvaha
Enables personal expense management with SQLite storage, allowing users to add,…
C 61 5⁄4 ◉ ⏳ 60 26 N/A 27 95 95
12529
vjsr007
MCP Index Notes ⚡ Claim
Enables indexing and retrieving notes with full-text search using SQLite, plus …
C 61 5⁄5 ◉ ⏳ 72 57 — 32 81 51
12530
the1carver
A deployable MCP server on Cloudflare Workers that doesn't require authenticati…
C 61 5⁄5 ◉ ⏳ 48 68 — 21 81 81
12531
DRITI2906
A lightweight MCP server that provides real-time hardware statistics including …
C 61 5⁄4 ◉ ⏳ 54 26 N/A 27 95 100
12532
infinitimeless
An MCP server that allows Claude to interact with local LLMs running in LM Stud…
C 61 5⁄4 ◉ ⏳ 57 28 N/A 21 95 100
12533
wangtsiao
A Model Context Protocol server that provides AI models with real-time trending…
C 61 5⁄4 ◉ ⏳ 45 55 N/A 25 95 78
12534
prem-research
Telegram MCP Server ⚡ Claim 1
An MCP server that enables interaction with Telegram messaging platform, allowi…
C 61 5⁄4 ◉ ⏳ 45 50 N/A 24 90 95
12535
rickydata-indexer
An MCP server that connects to your Notion knowledge base, allowing you to quer…
C 61 5⁄5 ◉ ⏳ 39 67 — 15 80 100
12536
baselab-me
Enables AI agents to create and post signal coins on the Base blockchain throug…
C 61 6⁄6 ◉ ⏳ 78 72 0 50 80 87
12537
paichart
MCP Hub: AI service discovery, per-user OAuth, and multi-service workflow orche…
C 61 5⁄5 ◉ ⏳ 76 10 — 42 81 95
12538
BishalJena
Provides real-time crop price data from Indian government sources and agricultu…
C 61 5⁄5 ◉ ⏳ 78 40 — 34 81 63
12539
brianellin
Bluesky MCP Server ⚡ Claim
Connect to Bluesky and interact with the ATProtocol using natural language. Fet…
C 61 6⁄4 ◉ ⏳ 68 75 0 31 90 100
12540
avxxoo
A powerful interface for extending AI capabilities through remote control, calc…
C 61 5⁄5 ◉ ⏳ 60 43 — 23 81 91
12541
craigsdennis
A server that implements the Model Context Protocol (MCP) on Cloudflare Workers…
C 61 5⁄5 ◉ ⏳ 54 57 N/A 26 80 79
12542
yuogawaiic
Zotero MCP Server ⚡ Claim
Integrates with Zotero's local API to search your reference library, retrieve b…
C 61 5⁄4 ◉ ⏳ 54 28 N/A 39 88 95
12543
DHKim327
Cyphers MCP Server ⚡ Claim 3
An MCP server that integrates the Neople Cyphers Open API with AI assistants fo…
C 61 5⁄5 ◉ ⏳ 57 71 — 27 82 57
12544
ukicar
Enables access to the Gallica digital library of the Bibliothèque nationale de …
C 61 6⁄6 ◉ ⏳ 92 62 0 30 82 95
12545
PaulGG-Code
Streamline ethical security testing with a curated set of Kali-based reconnaiss…
C 61 5⁄4 ◉ ⏳ 68 38 N/A 19 95 74
12546
Jordan-Jarvis
A Model-Context-Protocol server for Cursor IDE that monitors and terminates hun…
C 61 5⁄4 ◉ ⏳ 54 33 N/A 36 92 88
12547
ofryma
Enables AI assistants to perform penetration testing and security assessments b…
C 61 5⁄5 ◉ ⏳ 72 31 — 40 69 90
12548
diegofornalha
MCP-Server-TESS Claim 1
A Model Context Protocol server that enables integration with the TESS API, all…
C 61 5⁄5 ◉ ⏳ 63 42 — 23 80 92
12549
LuotoCompany
A Python-based local indexing server that creates semantic search capabilities …
C 61 5⁄4 ◉ ⏳ 68 31 N/A 19 90 91
12550
miadisabelle
Facilitates structured creative thinking through sequential thought processing,…
C 61 5⁄5 ◉ ⏳ 60 26 — 48 82 93
Showing 12501–12550 of 69111 servers
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