MCP Server Quality Scores

Independent quality analysis of 69093 public MCP servers

69093
Discovered
→
33800
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 48 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9751
NimbleBrainInc
Enables AI assistants to manage Folk CRM data, including contacts, companies, n…
C 66 5⁄5 ◉ ⏳ 54 43 — 66 83 92
9752
lifestylearb
tokenmonkey Claim
P2P wagering protocol for AI agents on Solana. Coinflip & dice challenges for U…
C 66 5⁄4 ◉ ⏳ 60 66 N/A 25 74 99
9753
pickstar-2002
Redis MCP ⚡ Claim
Enables AI assistants to perform comprehensive Redis database operations includ…
C 66 5⁄5 ◉ ⏳ 78 25 — 45 81 97
9754
freshlife001
A Model Context Protocol server that allows AI agents to play Texas Holdem poke…
C 66 5⁄5 ◉ ⏳ 63 70 — 23 81 84
9755
theYahia
gigachat-mcp ⚡ Claim 1
MCP server for GigaChat — AI chat, embeddings, image generation (Russia)
C 66 4⁄4 ◉ ⏳ 41 N/A N/A 58 83 86
9756
dachienit
An MCP server that facilitates seamless interaction with SAP ABAP systems to ma…
C 66 5⁄5 ◉ ⏳ 69 82 — 49 80 40
9757
yasg1988
Dnevnik.ru MCP Server ⚡ Claim 2
An MCP server that integrates with the Dnevnik.ru API to provide AI assistants …
C 66 5⁄5 ◉ ⏳ 69 62 — 39 80 73
9758
Willval117
Odoo MCP Server ⚡ Claim 1
An implementation that integrates with Odoo ERP systems, enabling AI assistants…
C 66 5⁄5 ◉ ⏳ 66 72 — 18 80 81
9759
cyberbalsa
A Model Context Protocol server that enables querying and analyzing Wazuh secur…
C 66 5⁄5 ◉ ⏳ 57 100 — 22 81 53
9760
hassansaadfr
Log Reader MCP ⚡ Claim 2
An MCP server that provides AI assistants with direct access to application log…
C 66 5⁄4 ◉ ⏳ 33 60 N/A 60 94 91
9761
designly1
MCP Medium Server ⚡ Claim
Enables AI assistants to publish posts to Medium with support for drafts, tags,…
C 66 5⁄5 ◉ ⏳ 56 82 — 23 81 75
9762
bitbonsai
MCPVault ⚡ Claim
A universal AI bridge for Obsidian vaults using the MCP standard, enabling any …
C 66 5⁄5 ◉ ⏳ 94 0 N/A 54 81 99
9763
netixc
SearXNG MCP Server ⚡ Claim
Provides privacy-focused web search capabilities through SearXNG metasearch eng…
C 66 5⁄5 ◉ ⏳ 58 58 — 40 81 92
9764
haris-khan-dev
Enables Gemini AI to interact with a FastAPI application through MCP tools for …
C 66 5⁄4 ◉ ⏳ 66 47 N/A 19 90 99
9765
harish-anandaramanujam
Python based with all 29 tools that's available to developers from National Par…
C 66 5⁄4 ◉ ⏳ 60 52 N/A 37 95 82
9766
Adyen
adyen-mcp ⚡ Claim
Typescript library for integrating Adyen APIs via an MCP server
C 66 6⁄6 ◉ ⏳ 90 70 0 66 82 93
9767
rafael-pina
Polymarket MCP Server ⚡ Claim 1
Enables AI assistants to query Polymarket prediction markets, accessing real-ti…
C 66 5⁄5 ◉ ⏳ 60 62 — 26 82 95
9768
SeoNaRu
Enables users to search for the latest news articles from The Guardian using ke…
C 66 5⁄4 ◉ ⏳ 72 72 N/A 24 95 51
9769
msuicaut
MeSH MCP ⚡ Claim
Connects Claude to the U.S. National Library of Medicine MeSH APIs to search an…
C 66 5⁄5 ◉ ⏳ 70 36 — 45 82 93
9770
yw449
Enables interaction with Cloudera Machine Learning to manage projects, files, a…
C 66 5⁄5 ◉ ⏳ 84 40 — 18 80 95
9771
DXHeroes
mcp-devtools Claim 1
MCP DevTools: A suite of Model Context Protocol servers enabling AI assistants …
C 66 6⁄4 ◉ ⏳ 84 71 0 65 90 89
9772
jainsourabh2
Enables trading operations on Zerodha platform through natural language, suppor…
C 66 5⁄5 ◉ ⏳ 68 40 — 42 80 99
9773
dymk
AskDocs MCP Server ⚡ Claim
Enables semantic search and retrieval of information from technical documentati…
C 66 5⁄5 ◉ ⏳ 72 43 — 28 81 98
9774
Haohao-end
mcp-agent Claim 1
A modular Python framework implementing the Model Context Protocol (MCP). It fe…
C 66 5⁄4 ◉ ⏳ 84 55 N/A 24 88 64
9775
Futuretechaiguy
A Model Context Protocol server that helps users create, validate, manage, and …
C 66 5⁄5 ◉ ⏳ 81 75 — 43 81 37
9776
Creo-DRB1008
Logs Cursor AI chat interactions to Notion databases for documentation and know…
C 66 5⁄5 ◉ ⏳ 78 46 — 19 81 92
9777
DanWahlin
An Azure Functions-based MCP server that enables interaction with Marvel charac…
C 66 5⁄5 ◉ ⏳ 50 61 — 46 80 93
9778
gong8
knownissue Claim
Shared debugging memory for AI coding agents
C 66 5⁄5 ◉ ⏳ 88 10 — 59 83 92
9779
adamkwhite
An MCP server that provides searchable local storage for Claude conversation hi…
C 66 5⁄4 ◉ ⏳ 55 36 N/A 56 91 96
9780
wllcnm
MCP Reddit Server ⚡ Claim 2
A Model Context Protocol server that enables AI assistants like Claude to brows…
C 66 5⁄5 ◉ ⏳ 57 53 — 37 82 99
9781
jonmmease
jons-mcp-java ⚡ Claim
Provides Java development capabilities through Eclipse JDT.LS, enabling symbol …
C 66 5⁄4 ◉ ⏳ 72 33 N/A 24 94 97
9782
kentakki416
A TypeScript-based MCP server that enables image editing operations including b…
C 66 5⁄4 ◉ ⏳ 60 65 N/A 21 95 81
9783
bStyler
Enables users to fetch transcripts and comments from public Loom video URLs. It…
C 66 5⁄5 ◉ ⏳ 60 57 — 27 81 100
9784
peturgeorgievv-factory
postfast-mcp ⚡ Claim 1
Schedule and manage social media posts across 10 platforms (Instagram, Facebook…
C 66 5⁄4 ◉ ⏳ 45 66 — 37 81 99
9785
GitGuardian
ggmcp ⚡ Claim
MCP server for scanning and remediating hardcoded secrets using GitGuardian’s A…
C 66 5⁄5 ◉ ⏳ 84 33 N/A 61 82 67
9786
I-CAN-hack
pdf-mcp ⚡ Claim 1
An MCP server for reading, rendering, and searching PDF files, specifically opt…
C 66 5⁄4 ◉ ⏳ 49 47 N/A 52 90 96
9787
jjsantos01
connects Jupyter Notebook to Claude AI, allowing Claude to directly interact wi…
C 66 5⁄4 ◉ ⏳ 72 26 N/A 48 87 99
9788
OriShmila
Enables checking domain availability and pricing using the GoDaddy OTE API, sup…
C 66 5⁄4 ◉ ⏳ 72 46 N/A 21 95 85
9789
nextDriveIoE
A Model Context Protocol server that enables integration with GitHub Actions, a…
C 66 5⁄5 ◉ ⏳ 63 100 — 23 81 44
9790
keythpiece
Company MCP Server ⚡ Claim
Enables AI to interact with internal company systems through API integration, s…
C 66 5⁄5 ◉ ⏳ 80 100 — 42 81 6
9791
rftsngl
Provide users with random advice through a simple and accessible API. Integrate…
C 66 5⁄4 ◉ ⏳ 74 27 N/A 31 92 100
9792
birdingkit
eBird MCP Server ⚡ Claim
Integrates the eBird API with Claude to query bird observation data, including …
C 66 5⁄4 ◉ ⏳ 76 30 N/A 37 90 91
9793
beanspapa
Enables LLMs to automate Google Blogger content management by providing tools f…
C 66 5⁄5 ◉ ⏳ 72 71 — 30 80 65
9794
fancyboi999
A server that allows interfacing with the Chinese social media platform Xiaohon…
C 66 5⁄4 ◉ ⏳ 62 43 N/A 38 95 88
9795
suthio
An MCP server that enhances Brave Search results by using Puppeteer to extract …
C 66 5⁄5 ◉ ⏳ 69 58 — 21 81 91
9796
mapdevsaikat
Geocode addresses, lookup administrative boundaries, and process DigiPin codes …
C 66 6⁄4 ◉ ⏳ 86 73 0 60 83 93
9797
RadonX
MCP TriliumNext ⚡ Claim 1
A Model Context Protocol server enabling AI assistants to interact with Trilium…
C 66 5⁄5 ◉ ⏳ 69 100 — 25 81 35
9798
kakehashi-inc
Mattermost MCP Server ⚡ Claim 1
A Model Context Protocol server that connects to Mattermost, allowing AI models…
C 66 5⁄5 ◉ ⏳ 41 68 — 53 81 89
9799
edgego
Integrates EdgeOne Pages Functions with large language models to retrieve and u…
C 66 5⁄5 ◉ ⏳ 66 40 — 44 82 98
9800
tb8412
Deterministic pre-execution safety certification for autonomous AI agents. Eval…
C 66 5⁄4 ◉ ⏳ 66 38 N/A 32 94 93
Showing 9751–9800 of 69093 servers
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