MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35801
nandanv99
Enables AI agents to use over 100 AI tools for tasks like content generation, i…
N/A N/A
35802
DataTalesByAgos
Wraps GitLab Duo CLI as an MCP tool for code review, enabling agents to get str…
N/A N/A
35803
swesmith-repos
Enables Claude to interact with ServiceNow instances for incident management, s…
81
35804 N/A N/A 95
35805
CSOAI-ORG
Auction house analytics, market intelligence, crafting optimization, inventory …
35806
wx-b
An MCP server implementing Recursive Language Models (RLM) to process arbitrari…
N/A N/A 95
35807
Sherevv
Provides tools for time operations including current time, timestamp conversion…
35808
ericchansen
aifmt Claim
An MCP server that fixes, validates, and generates visual text content for AI c…
N/A N/A
35809
shawnwun
Enables access to PolyAI Agent Studio Cursor rules via MCP tools for listing, r…
35810
Null-Phnix
Claud-Ear Claim
An MCP server that gives AI agents the ability to listen to and understand musi…
N/A N/A
35811
constripacity
Session checkpoint & recovery for Claude Code: resume, search, tag, and export …
N/A N/A 95
35812
CSOAI-ORG
Healthcare Ai Governance automation via MCP. Includes classify samd, check cds …
N/A N/A
35813
webloom-agency
Find backlink opportunities, analyze competitors, discover similar domains with…
35814
u-daveblack
MCP server that exposes GuruFocus financial data to AI assistants via 50+ tools…
35815
asd-git-master
MCP-compatible server that gives AI agents access to alternative sports data ac…
35816
dathere
Provides access to FBI Crime Data Explorer API, enabling queries for crime stat…
35817
fujioka0729
meta-ads-mcp Claim
MCP server to manage Meta Ads (Facebook/Instagram) campaigns, ad sets, insights…
35818 N/A N/A 95
35819
adambenhassen
Provides read-only access to Shelly Cloud energy data, including live power, li…
35820
universal-mcp
Provides a standardized interface for interacting with Trello's tools and servi…
35821
alekm
Builds importable RUCKUS One Data Studio dashboards from a declarative spec, en…
N/A N/A
35822
andrewkriley
imessage-mcp Claim
An MCP server that exposes Apple iMessage as tools for AI assistants, enabling …
N/A N/A
35823
andrewesweet
ropey Claim
Enables coding agents to perform safe, project-wide Python refactoring (rename,…
N/A N/A
35824
fl0under
A minimal, tag-free personal memory system that syncs across all Claude interfa…
N/A N/A
35825
fastmcp-me
MCP RAG Claim
A RAG-based knowledge base system supporting document processing, semantic sear…
N/A N/A
35826
yohannycamacaro
Read-only MCP server connecting Codex to Neo4j for querying projects, clients, …
N/A N/A
35827
saakshigupta2002
A tools-only MCP server that provides a safe, deterministic interface for autom…
N/A N/A
35828
thundersoft-td
MCP server integrating VolcEngine for automatic speech recognition (ASR) and te…
35829
ChiefDecisionArchitect
Enables deploying a remote MCP server on Cloudflare Workers with OAuth login, a…
35830
junter1989k-ai
Merchant-of-record MCP: AI agents sell software & digital goods, global tax han…
35831
khayashi4337
explain-lint Claim
Enables AI assistants to identify and judge unexplained terms in prose document…
N/A N/A
35832
tedorigawa001
Enables natural language control of ServiceNow from AI clients like Claude and …
35833
Snehasis4321
Integrates Google's Gemini API with MCP-compatible clients for chat, real-time …
N/A N/A
35834
fabkho
the-i18n-mcp Claim
MCP server for managing i18n translation files — gives your AI agent full contr…
N/A N/A
35835
ndesv21
socialclaw Claim
Social media scheduling and publishing for AI agents. 17 validation-first tools…
35836
ericchen1972
Consumer-side MCP server for Webless storefront operations, enabling catalog br…
35837
mohitkr
causalMCP Claim 1
An MCP server for causal effect estimation from observational data, powered by …
N/A N/A 95
35838
k5tuck
Enables AI assistants to interact with SMB platform APIs for querying business …
35839
studyreadbook4ever
Checks URLs for phishing risks using URL, DNS, HTTP, HTML, and mobile rendering…
35840
MartinCley
Cleyrop MCP Claim
MCP server to interact with Cleyrop work data: browse, search, read file conten…
35841
clawdcraft
fizzy-mcp Claim
MCP server for Fizzy, Basecamp's open-source Kanban tool. Enables AI assistants…
35842
junter1989k-ai
Dominican Republic DGII e-CF: AI agents authenticate and submit electronic invo…
35843
bch1212
pubrecords Claim
US public-records intelligence for AI agents — companies, SEC, courts, spending…
35844
PixlFlip-Enterprises
MCP server for managing Pterodactyl game panel resources (users, servers, nodes…
35845
Cubenest
peek Claim
Exposes recorded browser sessions (rrweb DOM, console, network) to AI coding ag…
N/A N/A
35846
mxfksta
MCP server for the Kilkaya analytics API, enabling querying analytics data, lis…
35847
blasrodri
truth is a deterministic fact-checker for the claims an AI coding agent makes a…
N/A N/A
35848
valyuAI
valyu-mcp Claim
Enables AI models to retrieve high-quality context from Valyu's API, including …
35849
wllrdev
Search, trending, topics, and local news all in one MCP server. Article preview…
35850
omidmanoochehri
Enables AI agents to control Windows GUI applications like a human using screen…
N/A N/A
Showing 35801–35850 of 67181 servers
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