MCP Server Quality Scores

Independent quality analysis of 43459 public MCP servers

43459
Discovered
29460
Scored
2111
Verified
16952
Complete

Last updated 1 hour, 56 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41851
john-walkoe
Validates legal citations against the CourtListener database to detect hallucin…
41852
benhaotang
Enables LLMs to manage MCP server configurations, including listing, enabling, …
N/A N/A
41853
miziodel
navigravity Claim
An intelligent MCP server that enables AI agents to act as sophisticated music …
41854
DoubleH10
zatca-mcp Claim
An AI-native MCP server for Saudi e-invoicing that generates ZATCA-compliant in…
41855
r123singh
Enables interaction with Trello boards, lists, and cards. Supports creating, up…
41856
cameroncooke
XcodeBuildMCP provides tools for Xcode project management, simulator management…
N/A N/A 95
41857
sprine
An MCP server for discovering, downloading, querying, and analyzing datasets fr…
41858
TedyHub
MCP server for AI-powered translation management in i18n projects, enabling aut…
N/A N/A
41859
gghez
mcp-gouv-fr Claim
MCP server for exploring French public open data via APIs like data.gouv.fr, ge…
41860
groq
Enables interaction with Groq models, including compound models, through tools …
41861
Pb-207
An MCP server that enables academic research by searching Google Scholar, fetch…
N/A N/A
41862
KyleVick4
Exposes NCBI PubMed as MCP tools for searching literature, fetching abstracts, …
41863
Rumblingb
Provides local image analysis tools using Pillow for dimensions, colors, metada…
N/A N/A
41864
Kaiserunix
A read-only MCP server for discovering and fetching Luogu problems, training se…
41865
vdanen
osidb-mcp Claim
MCP server for OSIDB (Red Hat Product Security's vulnerability management syste…
41866
waifuai
A personality analysis server that creates persons with traits, adds descriptio…
N/A N/A
41867
Flexberry
MCP server for converting various file formats (PDF, DOCX, images, audio, etc.)…
N/A N/A
41868
rishibajaj-Prodman
Provides a change-intelligence layer for BIM models, enabling diff analysis of …
N/A N/A
41869
westkevin12
Transforms messy commit histories into clean, secure repositories by scanning f…
N/A N/A
41870
OmadaIdentity
Connects MCP clients like Claude Desktop and GitHub Copilot to Omada Identity G…
N/A N/A
41871
antsincgame
Provides root access to all Appwrite projects, enabling management of projects,…
41872
cassilup
filewash Claim
Privacy-first file tools for AI agents, enabling operations like PDF merge/spli…
41873
yonglim2392
Enables Claude to remember and search everything that appeared on your screen u…
N/A N/A
41874
wate
openapi-mcp Claim
Automatically generates MCP server tools from OpenAPI specifications, enabling …
41875
tharun99856
Enables multi-modal travel planning for India, aggregating flights, trains, bus…
41876
shrish346
docs-rag-mcp Claim
Searches local markdown files using TF-IDF retrieval and serves full documents …
N/A N/A
41877
mikhalchankasm
MCP server for managing Navisworks viewpoint XML files, enabling sorting, audit…
N/A N/A
41878
hugoheinzson
imap-2-mcp Claim
Enables AI clients to search IMAP mailboxes with live access and a full-text in…
41879
Zapkid
tuskr-mcp Claim
MCP server for Tuskr test management that allows browsing, searching, reading, …
41880
xyj2570
xhs-mcp Claim
A lightweight MCP server that provides read-only access to Xiaohongshu (Little …
41881
celo-org
Provides comprehensive access to Celo blockchain data, token operations, NFT ma…
41882
commune-dev
commune-mcp Claim
Give Claude (or any MCP client) a real email inbox and SMS. Your AI agent can r…
41883
Yongthyuan
A local-first bridge for moving useful context between coding agents, indexing …
N/A N/A
41884
Dorkside
Enables SEO auditing and site analysis by crawling websites, identifying issues…
N/A N/A
41885
galatanovidiu
Enables WordPress content management (posts, metadata, taxonomies, Gutenberg bl…
41886
mcp-server-summary
biliscribe Claim
Extracts and formats Bilibili video content into structured text, optimized for…
41887
ankitbhatnagartech
A decoupled, stateful MCP server and HTTP REST Gateway styled as a Banking Cred…
41888
maxritter
pilot-shell Claim
How real engineers run Claude Code: spec-driven planning, enforced TDD, persist…
N/A N/A
41889
vividcode-ai
Enables GDB debugging for embedded development workflows, allowing users to sta…
N/A N/A
41890
AndurilCode
Accordo Claim
A YAML-driven workflow guidance MCP server that enables AI coding agents to fol…
N/A N/A
41891
remoet-labs
remoet Claim
Remoet turns job search into a curated agent workflow. Connect Claude, Cursor, …
41892
VincentKaufmann
An MCP server that gives local LLMs access to Google search, live feeds, YouTub…
N/A N/A
41893
lukasmki
llamacpp-mcp Claim
An MCP server for running local LLMs using llama-cpp-python, with built-in tool…
N/A N/A
41894
AranNomante
Enables querying ClickHouse databases using natural language with AI models, su…
41895
ummtushar
researchSync Claim
Enables retrieval of arXiv paper metadata and storage in a Notion database, all…
41896
CSOAI-ORG
citation-finder-ai-mcp MCP server by MEOK AI Labs
N/A N/A
41897
mkingopng
MCP server with example tools for arithmetic and greeting, designed for deploym…
41898
raheb77
A governed MCP server for Saudi open data sources (SAMA, stats.gov.sa, Ministry…
41899
Blyawon
MCP server that reads Tokens Studio design tokens from Figma and makes them ava…
N/A N/A
41900
PhialsBasement
A robust task scheduler server for scheduling and managing various types of aut…
N/A N/A
Showing 41851–41900 of 43459 servers
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