MCP Server Quality Scores

Independent quality analysis of 58295 public MCP servers

58295
Discovered
29865
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 22 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7501
chris-enea
Enables text manipulation in Adobe InDesign documents via Claude Desktop by pro…
B 70 54 78 48 N/A 16 95 98
7502
pablof7z
MCP-NOSTR Claim
A bridge that enables AI language models to publish content to the Nostr networ…
B 70 55 60 70 46 76 94
7503
waimakers
Veo 3.1 MCP Server Claim 1
Enables high-quality AI video generation using Google's Veo 3.1 model for text-…
B 70 55 78 68 24 80 89
7504
PancrePal-xiaoyibao
Integrates with Get笔记 (GetBiji) API to enable AI-powered knowledge base search …
B 70 55 90 57 27 81 82
7505
theYahia
hh-mcp Claim 1
MCP server for hh.ru jobs API — vacancy search, salary stats, employers, region…
B 70 44 51 N/A N/A 58 83 90
7506
fr0ster
mcp-abap-adt Claim 1
MCP server for SAP ABAP ADT: repository analysis and CRUD for RAP and classic A…
B 70 54 90 52 N/A 84 95 28
7507
hxw-haha
MCP Server Demo Claim
A minimal Model Context Protocol server demo that exposes tools through HTTP AP…
B 70 54 60 65 N/A 24 95 98
7508
jbkix06
Alpaca MCP Server Claim
Enables large language models to interact with Alpaca's trading infrastructure …
B 70 54 66 43 N/A 42 95 100
7509
xinthink
Reader MCP Server Claim 1
A Model Context Protocol server that connects MCP-compatible clients like Claud…
B 70 55 63 51 66 80 93
7510
sangokp
mcp-toolselect Claim 1
An MCP server that recommends specific tools for tasks by learning from usage p…
B 70 54 71 47 N/A 42 92 92
7511
ainblockchain
AI Network MCP Server Claim 1
Enables AI agents to interact with the AI Network blockchain by managing accoun…
B 70 55 62 82 43 81 74
7512
warrenzhu25
Enables AI assistants to manage Google Cloud Dataproc clusters and jobs through…
B 70 55 78 37 55 81 97
7513
waTeim
Enables managing PostgreSQL clusters via the CloudNativePG operator, including …
B 70 55 80 46 46 81 94
7514
prsantos-com
AirNow MCP Server Claim
A Model Context Protocol implementation that enables LLMs to access real-time, …
B 70 55 62 66 45 81 91
7515
deso-protocol
A comprehensive Model Context Protocol server that transforms Cursor's AI assis…
B 70 55 86 60 23 81 88
7516
codybrom
DocsetMCP Claim
Provides AI assistants with instant access to local Dash documentation docsets …
B 70 54 84 30 N/A 54 90 88
7517
Rodrigo-JM
Enables advanced pattern management and synchronization for development workflo…
B 70 55 80 65 21 81 90
7518
comprowler
Prowler MCP Server Claim
Analyzes Prowler security scan results for cloud environments, providing detail…
B 70 54 78 61 N/A 26 95 78
7519
thirdstrandstudio
An MCP (Model Context Protocol) server that chains calls to other MCP tools, re…
B 70 55 78 57 47 74 87
7520
marcoeg
mcp-bauplan Claim 1
A minimalist MCP server for interacting with Bauplan data tables and executing …
B 70 55 84 41 41 80 99
7521
markpitt
FreeAgent MCP Server Claim 1
A Claude MCP server that allows Claude to interact with your FreeAgent account …
B 70 55 78 58 35 81 91
7522
CodeDreamer06
MonkeyType MCP Server Claim 2
A Model Context Protocol server that enables LLMs to interact with all MonkeyTy…
B 70 55 69 100 48 80 39
7523
ampcome-mcps
Notion MCP Server Claim
Connects AI assistants to Notion workspaces, allowing users to search, create, …
B 70 55 72 68 21 82 93
7524
mlobo2012
A server that enables Claude Desktop users to access the Claude API directly, a…
B 70 54 94 33 N/A 19 95 95
7525
radup
MCP Sigmund Claim
Enables AI assistants to analyze personal financial data from Open Banking sour…
B 70 55 66 67 47 81 87
7526
smithery-ai
Shopify Update MCP Server
B 70 55 60 70 37 78 98
7527
589411
Notion MCP Server Claim
Enables interaction with Notion workspaces through the Notion API. Provides too…
B 70 55 84 60 26 81 85
7528
trilogy-group
Get up-to-date EC2 pricing information with one call. Fast. Powered by a pre-pa…
B 70 55 88 41 39 82 94
7529
CORDEA
Provides access to Japanese statistical standard area codes (標準地域コード) from offi…
B 70 55 66 82 44 81 71
7530
tensakulabs
telegram-mcp Claim
A minimal Model Context Protocol server for interacting with Telegram bots via …
B 70 55 66 43 64 80 100
7531
owen-lacey
FPL MCP Server Claim
Enables interaction with Fantasy Premier League data through natural language q…
B 70 55 66 82 50 81 66
7532
neka-nat
freecad mcp Claim
This repository is a FreeCAD MCP that allows you to control FreeCAD from Claude…
B 70 54 74 43 N/A 59 82 95
7533
robobobby
Provides access to the Finnish company registry (PRH/YTJ) to search for busines…
B 70 55 72 100 30 81 50
7534
Phionx
Say Hello Claim
Send personalized greetings by name and quickly test simple interactions. Toggl…
B 70 54 68 60 N/A 29 94 91
7535
scmcphub
decoupler-MCP Claim
Provides a natural language interface for single-cell RNA-Seq analysis using th…
B 70 55 78 60 39 81 85
7536
surisoft-io
CAPI Gateway Claim
Apache Camel API Gateway with REST-to-MCP bridging for LLM agents.
B 70 54 80 37 N/A 65 75 96
7537
longmans
Coin MCP Server Claim 2
A Model Context Protocol server that provides access to CoinMarketCap's cryptoc…
B 70 55 79 65 21 81 89
7538
Forge-Space
ui-mcp Claim
Forge Space MCP server for UI and backend generation via stdio transport.
B 70 54 64 25 N/A 90 92 89
7539
boleyn
Intelligent knowledge base management tool that enables searching, browsing, an…
B 70 54 62 71 N/A 25 95 87
7540
seemethere
Cargo MCP Server Claim
Provides a suite of tools for running Cargo commands and interacting with Rust …
B 70 55 72 87 N/A 40 95 45
7541
sarveshkapre
Enables CVE lookups and risk assessment by integrating CISA Known Exploited Vul…
B 70 55 72 33 74 84 93
7542
hannesj
mcp-graphql-schema Claim 1
A MCP server that exposes GraphQL schema information to LLMs like Claude. This …
B 70 54 53 58 N/A 50 92 100
7543
wopal-cn
A Model Context Protocol server that provides real-time hot trending topics fro…
B 70 55 75 87 43 82 51
7544
aguaitech
A simple server that enables CRUD operations on Elementor data for WordPress pa…
B 70 55 68 70 27 81 95
7545
ZH1754629545
A Model Context Protocol server that enables AI assistants to interact with Tic…
B 70 55 71 66 26 81 96
7546
lfdantoni
Provides AI assistants with access to personal best practice skills and coding …
B 70 55 80 52 29 81 97
7547
PinMeTo
An MCP server that connects your PinMeTo locations to AI assistants, enabling n…
B 70 64 92 73 0 83 90 91
7548
cs97jjm3
Provides UK-centric date calculations including bank holiday integration, sprin…
B 70 55 78 57 24 81 98
7549
achetronic
mcp-forge Claim
A complete MCP server template that include vitamins (oauth authentication incl…
B 70 54 66 40 N/A 57 90 100
7550
malvernbright
MCP Odoo Server Claim 1
Enables AI assistants to interact with Odoo databases via XML-RPC and JSON-RPC …
B 70 55 78 62 29 76 95
Showing 7501–7550 of 58295 servers
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