MCP Server Quality Scores

Independent quality analysis of 67286 public MCP servers

67286
Discovered
32341
Scored
2112
Verified
16953
Complete

Last updated 51 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
58751
RynneSpin
renxt-mcp Claim
Provides access to Blackbaud Raiser's Edge NXT API for constituent management, …
N/A N/A
58752
pipeworx-io
Enables access to the Bhagavad Gita, a Hindu scripture, through natural languag…
58753 N/A N/A 95
58754
ChangooLee
Integrates 132 tools from the Korean Ministry of Legislation OPEN API to provid…
58755
wendou-chen
MCP fallback that launches and monitors local codex exec agents when native sub…
N/A N/A
58756
byjg
Search the ByJG open source documentation: PHP, DevOps, Helm, JavaScript and AI…
58757
Artem362
Local-first memory for AI agents: SQLite FTS5, deterministic recall, no vector …
N/A N/A
58758
NeoAIResearch
AI/ML engineering MCP server for Neo — submit tasks, track execution, and retri…
N/A N/A
58759
jlewitt1
Keshro MCP Claim
The intelligent execution layer for coding agents, exposed as an MCP server for…
N/A N/A
58760
takeachangs
Enables MCP clients to read Toss Securities market data and account info, and o…
N/A N/A
58761
robderstadt
MCP server that enables AI assistants to access real-time vessel tracking, port…
58762
kubeflow
Enables AI agents to plan, submit, monitor, and manage Kubeflow training jobs t…
58763
februality
Cowboy MCP Claim
Open-source WordPress plugin that turns any site into a Streamable HTTP MCP ser…
58764
Llama-Ventures
llama-mcp Claim
Enables MCP-native agents to manage deals, briefs, timeline, and posts on the L…
58765
happy2h
基于 tree-sitter 的代码索引与查询引擎,支持多语言符号查找、调用图分析和全文搜索,通过 MCP stdio 协议集成到 Claude Code 中。
N/A N/A
58766
evrimalacan
Connects AI assistants to Bitbucket Server/Data Center for reviewing pull reque…
58767
taytrom
AI contract automation with partner-level redlines, OOXML Track Changes, and ri…
N/A N/A 95
58768
Null-Phnix
JobHound Claim
Enables autonomous job search by scanning, scoring, and applying to jobs via AP…
N/A N/A
58769
jangsubong78
Kickstart a TypeScript project with ready-to-use features for calculations, gre…
N/A N/A 95
58770
Crawlora-org
crawlora-mcp Claim
Hosted MCP for structured public web data — 319 tools across search, maps, comm…
58771
dinhogehm
nuria-mcp Claim
N/A N/A 95
58772
totalpropertysolutionspro-del
Connects Claude to Jobber to manage clients, jobs, invoices, quotes, and schedu…
N/A N/A
58773
Career-Now
Enables AI agents to search and explore a large database of tech job listings w…
N/A N/A
58774
teampolarity
cosmos Claim
MCP server for the cosmos exocortex from Polarity Lab. Read and write your pers…
58775
Pantani
Build real visual systems in TouchDesigner from plain language with Claude, Cur…
N/A N/A
58776
NeverDrunkMasterQian
geo-globe Claim
MCP server for generating interactive 3D Earth visualizations with annotated ne…
N/A N/A
58777
kimhjort
Exposes Danish public holidays and notable days to AI assistants via the Model …
58778
alexstajos
Enables AI models to interact with Letterboxd data and perform account actions …
N/A N/A
58779
precis-finance
Précis-MCP Claim
Read-only MCP server for FP&A & management reporting — governed metrics, financ…
58780
fieldcure
rag Claim
MCP RAG server with hybrid search, multi-KB support, and AI-powered chunk conte…
N/A N/A
58781
clauxel
Permission boundary receipts for ChatGPT agents.
58782
comet-ml
Integrate seamlessly with your IDE and access all Opik features through a stand…
N/A N/A 95
58783
hivemindunit
Check whether an LLM model id is deprecated, retiring, or retired, and what to …
58784
dwsmorg
Enables safe changelog management for AI assistants with append-only entries, a…
N/A N/A
58785
mohitkr
causalMCP Claim 1
An MCP server for causal effect estimation from observational data, powered by …
N/A N/A 95
58786
Pupatko
soonar-mcp Claim
Enables searching, viewing, and managing Slovak business leads (companies) via …
58787
Vublox
sports Claim
Live football scores, match summaries, and fan clip links from Vublox. No API k…
N/A N/A
58788
googlarz
Complete Vinted MCP and CLI Server
58789
nikhil-sharma-dotcom
A production-grade MCP server that automates financial compliance audits by com…
58790
daniilpet
MCP server for managing Odoo ERP tasks, timesheets, and wiki pages via JSON-RPC…
N/A N/A
58791
Sato-Isolated
MCP server for MongoDB-powered memory bank management with multi-project isolat…
58792
LorenzoLombardi111
MCPVet Claim
Vets MCP servers, Claude Code skills, or plugins for unsafe behavior like shell…
N/A N/A
58793
clauxel
Remote MCP for A2A failure replay MCP, structured receipts, audit logs, and rev…
58794
ruchy-mcp Claim 2
MCP server for Ruchy: code analysis, scoring, linting, formatting, and transpil…
N/A N/A 81
58795
HITMANdark07
neatcode-mcp Claim
Provides deterministic AST graph queries and rule validation for AI coding agen…
N/A N/A
58796
duraisamy-gokul
MCP server that exposes code review tasks from the Fix My Comments VS Code exte…
N/A N/A
58797
profitpather
Profitpather Claim
First-party unsampled Shopify analytics MCP — sessions, attribution, funnels, l…
58798
MetaThreads
Unofficial MCP server for Meta's Threads API. Enables LLMs like Claude to publi…
58799
tobinsouth
Enable seamless creation and management of authentication workflows for your ap…
N/A N/A 95
58800
Amaculus
MCP server that exposes OnCrawl's API for use with Claude Code and Claude Deskt…
Showing 58751–58800 of 67286 servers