MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 10 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12501
es617
obsidian-sync-mcp Claim 1
Give AI agents access to your Obsidian vault via local files or Self-hosted Liv…
C 61 55 82 0 N/A 77 56 100
12502
dev-prajwal
An MCP server that automates code reviews through linting, testing, and git dif…
C 61 55 51 82 N/A 33 95 34
12503
jarvismaximum-hue
ProfitPlay MCP Server Claim 1
Enables AI agents to interact with the ProfitPlay prediction market to trade sh…
C 61 66 90 62 0 30 76 99
12504
yescay
emailmcp Claim
C 61 54 58 27 N/A 37 90 90
12505
conacts
A deployable Model Context Protocol server for Cloudflare Workers that enables …
C 61 55 48 66 21 81 83
12506
joeguo911
MCP Demo Server Claim
A demonstration server based on Model Context Protocol (MCP) that showcases how…
C 61 55 72 75 23 81 37
12507
lloydzhou
Bitable MCP Server Claim
Provides access to Lark Bitable through the Model Context Protocol, allowing us…
C 61 55 76 32 26 76 87
12508
zipsmart-ai
A deployable Model Context Protocol server on Cloudflare Workers that enables c…
C 61 55 48 65 21 81 85
12509
vishnumallela
Zendesign MCP Server Claim 1
An MCP server that allows Cursor users to fetch real-time information about Zen…
C 61 54 45 31 N/A 42 95 93
12510
pyrimid-ai
Agent-commerce MCP server for x402/USDC payments and affiliate splits on Base.
C 61 55 86 0 40 81 95
12511
mokemoke0821
Integration project for Model Context Protocol (MCP) servers with Claude Deskto…
C 61 55 80 51 27 81 50
12512
madhurprash
This server enables interaction with PostgreSQL databases through the Model Con…
C 61 54 66 22 N/A 25 95 89
12513
yfcyfc123234
ShowDoc MCP Server Claim
Automatically fetches API documentation from ShowDoc and generates Android code…
C 61 55 72 38 24 81 83
12514
kukapay
uniswap-poolspy-mcp Claim 1
An MCP server that tracks newly created liquidity pools on Uniswap across multi…
C 61 55 49 47 38 81 92
12515
ahmedmustahid
PostgreSQL MCP Server Claim 1
A Model Context Protocol server providing dual transport (HTTP and Stdio) acces…
C 61 55 57 43 33 78 91
12516
16Coffee
A Model Context Protocol server providing comprehensive financial data from Yah…
C 61 54 45 43 N/A 43 90 87
12517
anishadesai5
Pokemon MCP Server Claim
Enables users to fetch detailed Pokémon data, build tournament squads, and simu…
C 61 55 62 31 30 81 97
12518
manojk0303
Enables AI agents to send transactional emails programmatically through the Lem…
C 61 66 84 66 0 46 81 87
12519
brianellin
Bluesky MCP Server Claim
Connect to Bluesky and interact with the ATProtocol using natural language. Fet…
C 61 64 68 75 0 31 90 100
12520
radzevich
FFmpeg MCP Server Claim
Enables secure video and audio processing using FFmpeg commands in an isolated …
C 61 54 48 25 N/A 43 95 99
12521
aptos-labs
Aptos NPM MCP Claim 1
Enables users to manage API keys and perform Aptos Build actions through MCP-co…
C 61 55 56 82 31 81 45
12522
PuneetChandel
Enables secure interaction with billing systems through comprehensive PII/PCI r…
C 61 55 60 46 16 81 92
12523
HyperbolicLabs
Enables interaction with Hyperbolic's GPU cloud, allowing users to view availab…
C 61 64 74 71 0 50 87 85
12524
codacy
Codacy MCP Server Claim
Enables access to Codacy's code quality platform through natural language, prov…
C 61 66 86 65 0 48 78 87
12525
thanharmstrong86
A multi-server system that converts PDF documents to Markdown format using Fast…
C 61 55 60 33 29 81 100
12526
sapangupta63
MCP Selenium Server Claim 2
A Model Context Protocol server implementation that enables browser automation …
C 61 55 45 82 N/A 44 89 39
12527
isakskogstad
Provides access to Swedish Text-TV content from SVT including news, sports, wea…
C 61 66 94 61 0 28 83 94
12528
kukapay
dune-analytics-mcp Claim 1
A mcp server that bridges Dune Analytics data to AI agents.
C 61 55 51 42 43 80 91
12529
apasupul
Enables anonymization and deanonymization of sensitive data in text using Micro…
C 61 55 48 51 19 81 100
12530
paichart
MCP Hub: AI service discovery, per-user OAuth, and multi-service workflow orche…
C 61 55 76 10 42 81 95
12531
markjukerburg
MCP Server Demo Claim
A getting started guide and template for creating Python-based MCP servers usin…
C 61 54 56 12 N/A 45 94 100
12532
sargioboys51
A deployable Model Context Protocol server that runs on Cloudflare Workers with…
C 61 55 48 68 21 81 82
12533
Thomasneatbiggers
Perplexity-Comet-MCP Claim 1
Connects Claude Code to the Perplexity Comet browser to enable autonomous web b…
C 61 64 68 61 0 56 90 99
12534
AmritanshuPrashar
An automated trading bot that interfaces with Zerodha to execute stock trades, …
C 61 54 54 50 N/A 21 95 76
12535
TillMatthis
Enables Claude Desktop to interact with KURA Notes API for semantic search, not…
C 61 66 92 66 0 24 81 97
12536
KO-Good-code
YApi MCP Server Claim
Enables reading and searching API documentation from YApi instances, allowing A…
C 61 55 72 37 27 81 80
12537
scmcphub
Infercnv-MCP Claim
Provides a natural language interface for inferring Copy Number Variations (CNV…
C 61 55 68 61 39 82 44
12538
Pixel2075
Enables searching and retrieving CAIE past-paper questions with filters for sub…
C 61 54 60 33 27 90 89
12539
changheesong2020
seegene-bid-mcp Claim
C 61 64 86 71 0 26 90 81
12540
Jay4242
An MCP server that enables web searches using a SearxNG instance, allowing MCP-…
C 61 55 61 30 39 81 92
12541
arjunkmrm
Search the web, images, videos, news, and local businesses with robust filters,…
C 61 66 78 68 0 53 81 90
12542
iportilla
A cloud-deployable math tool server that provides calculator capabilities to lo…
C 61 55 56 30 43 82 94
12543
armand0e
Enables AI-powered searches through a local Perplexica instance with multiple f…
C 61 64 78 52 0 59 95 88
12544
andyfe76
CouchDB MCP Server Claim 1
Provides tools for interacting with CouchDB databases, enabling document manage…
C 61 66 84 53 0 48 80 99
12545
kwanGDss
Bizinfo MCP Server Claim
Enables users to search and query Korean business announcements from 기업마당 (Bizi…
C 61 55 66 82 26 81 37
12546
miadisabelle
Facilitates structured creative thinking through sequential thought processing,…
C 61 55 60 26 48 82 93
12547
DevCycleHQ
mcp Claim
DevCycle MCP server for feature flag management
C 61 66 84 43 0 73 81 94
12548
kukapay
tornado-cash-mcp Claim 1
An MCP server that tracks Tornado Cash deposits and withdrawals to reveal hidde…
C 61 55 45 42 40 80 100
12549
eugenregehr
octoboost Claim
Analyze multiple URLs with categorized SEO / GEO checks and scored results.
C 61 64 84 65 0 32 83 94
12550
the1carver
A deployable MCP server on Cloudflare Workers that doesn't require authenticati…
C 61 55 48 68 21 81 81
Showing 12501–12550 of 56925 servers
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