MCP Server Quality Scores

Independent quality analysis of 67286 public MCP servers

67286
Discovered
32341
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 10 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
59751
joinmassive
Gives AI agents real-time web access with JS rendering, captcha solving, and ge…
59752
jabberjabberjabber
Enables LLMs to search, download, and extract information from YouTube music vi…
N/A N/A 95
59753
uidaho-nsummers
An MCP server that wraps the TeamDynamix Web API, enabling AI assistants to sea…
59754
EvidInvest
Hybrid search over SEC filings, earnings transcripts, and a third-party data ma…
N/A N/A
59755
sejongjeong
Enables LLM agents to control NVIDIA Run:AI infrastructure by dynamically searc…
N/A N/A
59756
helloamper
Enables natural language-driven DeFi operations including swaps, lending, bridg…
59757
wealth29
Wraps common web penetration testing tools in a Docker container and exposes th…
N/A N/A
59758
Typeless-Git
fabrx Claim 1
MCP server for Fabrx - Build APIs from documents in your IDE
N/A N/A 95
59759
celigo
Celigo Claim
Manage your Celigo integrator.io account: integrations, flows, connections, err…
59760
BeyondFolder
Track SaaS directory submissions for your products via API key–gated Streamable…
59761
Superpos-AI
superpos-mcp Claim
MCP server that connects coding agents to Superpos cloud workspace, enabling ta…
59762
shar0
A Unity C# plugin that enables AI assistants to write, edit, and test visual no…
N/A N/A
59763
mrkooblu
Semrush MCP Claim
MCP server & CLI for keyword research, domain analytics, backlinks, traffic ana…
N/A N/A
59764
SoftInstigate
restheart Claim
The Agent-Ready Backend for MongoDB.
N/A N/A
59765
christian-ramos
MCP server that exposes the Amazon Selling Partner API to Claude Desktop and an…
59766
willwade
AAC-MCP Claim
A TypeScript template for creating Model Context Protocol servers with stdio an…
N/A N/A
59767
agoradigest
MCP server that connects your AgoraDigest A2A agent to MCP-compatible clients, …
59768
mambalabsdev
Detect whether a company runs cold outbound, on what stack, and from which send…
N/A N/A
59769
Nuttapon
A local-first MCP server that turns a .context/ folder of markdown files into a…
N/A N/A
59770 N/A N/A 95
59771
cartaorobbin
pyramid-mcp Claim
Exposes Pyramid web application endpoints as Model Context Protocol (MCP) tools…
59772
willy5xx
odoo_mcp Claim
Connects AI agents in Cursor to an Odoo instance, enabling natural language man…
N/A N/A
59773
soulyamo
screen-mcp Claim
Captures screen, detects text regions, and runs OCR to return a compact JSON wi…
N/A N/A
59774
Heretek-RE
re-vtil Claim
Lifts machine code to VTIL intermediate language and emits pseudo-C for VM hand…
N/A N/A
59775
dYn36
Zero-config MCP server for SharePoint Online that enables managing sites, pages…
59776
JKGzenna
A lightweight MCP server that enables AI assistants like Cursor and Claude to c…
N/A N/A
59777
JayOfemi
shikamaru Claim
Provably correct day-count, calendar, business-day, and schedule math, verified…
N/A N/A
59778
raulpetruta
Enables AI assistants to control Spotify playback, search music, manage playlis…
59779
lubo3395
MCP server for reading and writing Excel (xlsx) files using SheetJS, providing …
N/A N/A
59780
Heretek-RE
re-gdb Claim
MCP server wrapping GDB and GEF for dynamic analysis, enabling interactive debu…
N/A N/A
59781
RoscoNL
DNS and email security: check SPF, DKIM, DMARC, DNSSEC, DANE and build the reco…
59782
chiaha-ai
DiscreteRate Claim
Run DRS demos (Fast-Slow Drain, Hamburger Duo, Valdez Tanker) and explore the p…
59783
CSOAI-ORG
lead-scoring-ai-mcp MCP server by MEOK AI Labs
N/A N/A
59784
developerz-ai
Enables AI agents to autonomously debug UIs by delegating high-level stories to…
N/A N/A
59785
qdonnars
OhMyWind Claim
Sailing passage planner for any coast, with high-precision tides on the French …
59786
hypernaturalai
Hypernatural Claim
Create and edit AI videos from chat: plan shots, generate scenes, and export st…
59787
Mum3n8r
Generates AI-written personalized cold email opening lines from a prospect's we…
59788
chocoboy-dev
Mi-Mi-Mi MCP Claim
Adds emotional reactions (emojis, text, sounds) to code generation in opencode,…
N/A N/A
59789
dimple2626
Enables Claude to query Microsoft Clarity analytics remotely via HTTP, with bea…
59790
lvyimu
Enables AI-assisted penetration testing by connecting MCP clients to execute te…
N/A N/A
59791
xlfish233
Memvid MCP Claim
MCP server providing cognitive memory storage with dual memory system (project …
N/A N/A
59792
kavingas
newrelic-mcp Claim
Executes NRQL queries against New Relic via the NerdGraph API, enabling monitor…
N/A N/A
59793
closermethod
MCP server for AI agents selling into Latin America. 7 tools: country briefs (M…
59794
cloudflare
Digital Experience Monitoring. Get insight on critical application performance …
81
59795
songyi-noh
Enables management of Azure Key Vault secrets and certificates, including creat…
81
59796
rookietopred02-gif
An MCP server for controlling Adobe Photoshop from AI assistants, with Windows-…
N/A N/A
59797
d3lanight
Your portable context layer — load it into any AI.
59798
wyre-technology
A focused MCP server for Salesforce CRM that exposes read/write access to stand…
59799
nokhiz
DepFeed Claim
Change intelligence for coding agents: sourced breaking changes for npm, PyPI, …
59800
9KMan
MCP Server Claim
Enables natural-language querying of structured data via Model Context Protocol…
Showing 59751–59800 of 67286 servers