MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 40 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39251
marlondivino
Refines development prompts and stores semantic memory to save tokens in comple…
39252
trongtai1801
jira-mcp Claim
MCP server for fetching Jira issue data via the Jira API.
39253
prenats
An MCP server that enables Claude Code to generate context-aware images using l…
N/A N/A
39254
backspace-shmackspace
Multi-language SAST and AI-powered fuzzing MCP server for Claude Code integrati…
N/A N/A
39255
seovimalraj
Enables WordPress content extraction, keyword research using Google autocomplet…
81
39256
dkanster
Caches Mailganer API documentation and Postman collection locally, enabling sea…
N/A N/A
39257
Lawstronaut-FZCO
Lawstronaut Claim 1
Connect AI to millions of laws and court cases with the Lawstronaut MCP.
67
39258
LupinLin1
mail-mcp Claim
An MCP server for email operations supporting IMAP and SMTP protocols, enabling…
39259
shivanshBTW
A local MCP server for interacting with a self-hosted Ryot instance, enabling m…
39260
ebongard
Unified MCP server for calendar access connecting Exchange (EWS), Google Calend…
N/A N/A
39261
Sage-Bionetworks
synapse-mcp Claim
A Model Context Protocol (MCP) server that enables AI agent access to Synapse e…
39262
thejusdutt
Performs comprehensive web searches by combining Google search with advanced co…
39263
raihalea
esp-idf-docs Claim
Enables searching and reading ESP-IDF documentation online, with support for mu…
39264
axel-belfort
Stock market price API for AI agents. Real-time quotes: current price, daily ch…
81
39265
stuchapin909
MCP server that gives AI agents access to the world's public domain library. Se…
39266
qtpgitadmin
Semantic job search, posting, and apply for Dintak, with resume-to-job match sc…
39267
lotapi-com
LotAPI Claim
Deterministic parcel intelligence for US properties. Resolves any street addres…
N/A N/A 95
39268
carlosvictorodrigues
Local-first MCP server that transforms civil case PDFs into queryable cases wit…
N/A N/A
39269
axisassists
AGI Feeder Claim
An MCP server that routes tasks to the best AI models, aggregates responses wit…
39270
ergopitrez
Enables AI-driven brand visibility monitoring and SEO project management via th…
81
39271
kushknows
An MCP server that provides weather data
N/A N/A
39272
eliasstepanik
MCP-compatible proxy hub that intelligently filters tool responses to stay with…
39273
Mameta29
30 tools for Japanese data: address, furigana, transit, Diet, holidays, weather…
N/A N/A
39274
SyneHQ
Enables LLMs to interact with DuckDB databases through MCP tools for SQL querie…
N/A N/A
39275
michielhdoteth
Connect once. Remember everywhere. Squish gives ChatGPT, Claude Code, and every…
39276
snapshot-site
Capture screenshots, detect visual regressions between page versions, and analy…
39277
rlgjr1971
A context-aware memory MCP server for Claude Code and any MCP-compatible AI age…
N/A N/A
39278
corentinleberre
MCP server that checks if today is a good day to deploy using the shouldideploy…
39279
NimbleBrainInc
Enables comprehensive issue tracking and project management through Linear's Gr…
81
39280
venkata210
Orchestrates multiple AI agents (Product Manager, Software Architect, Engineer,…
N/A N/A
39281
yangsijie666
Enables AI assistants to search and collect data from Xiaohongshu/REDnote, incl…
39282
drohi-r
An MCP server for Bitfocus Companion that enables AI assistants to program and …
N/A N/A
39283
duggurd
Enables LLMs to query and explore schemas in Microsoft Fabric lakehouses, wareh…
39284
danbones33
clawcast Claim
AI rap songs about today's headlines in any rapper's style. Free trial + x402 p…
N/A N/A 95
39285
espisangijo
octapi Claim
A business's WhatsApp front desk as tools: inbox, customers, catalogue, booking…
N/A N/A
39286
1inch
1inch MCP Claim
Doc search, intent & cross-chain swaps, limit orders, portfolio, spot prices, g…
39287
noahmott
Provides comprehensive World of Warcraft guild analytics, player character anal…
81
39288
oscarthedev15
A Model Context Protocol (MCP) server for interacting with the Sepolia Ethereum…
N/A N/A
39289
BingZi-233
ssh-mcp Claim
An MCP server enabling Claude to execute commands on multiple remote servers vi…
39290
mlava
Agent Ready Claim
Agent Ready is an AI agent readability scanner — point it at any public URL and…
81
39291
dfrysinger
finance-mcp Claim
Local, privacy-first access to bank and credit-card transactions for Copilot, b…
N/A N/A 95
39292
Akhilgovind02
Search RBI & SEBI circulars, master directions and regulations. Offline SQLite …
N/A N/A
39293
sabbour
Exposes Agentweaver runs and outcomes as MCP tools for Claude Desktop and compa…
39294
clauxel
A paid remote MCP for AI agent browser MCP session, built to return verdicts, r…
39295
mrosata
codetex-mcp Claim
A commit-aware code context manager for LLMs that indexes Git repositories into…
N/A N/A
39296
ageborn-dev
Enables AI agents to manage Vapi Voice AI platform resources such as assistants…
39297
upriver-ai
upriver Claim
Know what's gaining traction online: breakout topics in tech, sports & politics…
39298
ajdoyl2
Provides intelligent dbt assistance through Claude Code integration, enabling u…
N/A N/A 95
39299
tomoyasu-sasaki
Expo MCP Server Claim 1
A Model Context Protocol server designed to streamline Expo and React Native de…
N/A N/A 95
39300
ShubhamDbug
Excel MCP Claim
Enables AI clients to read, write, and manage Excel workbooks (.xlsx/.xlsm) dir…
N/A N/A
Showing 39251–39300 of 67181 servers
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