MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 47 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7801
WeiWeicode
Node.js MCP Server Claim
A comprehensive MCP server that enables file operations, mathematical calculati…
B 70 54 68 61 N/A 24 95 94
7802
ThomAub
ClickHouse MCP Server Claim 2
A Model Context Protocol server that enables Large Language Models to seamlessl…
B 70 55 71 56 38 80 100
7803
RKTakami
Provides up-to-date information for Rust and Slint development by fetching real…
B 70 55 72 60 44 80 87
7804
ghively
Any-API MCP Server Claim
A configurable MCP server that adapts any HTTP API into an MCP toolset with gen…
B 70 55 72 75 22 81 89
7805
keenanbass1
TIDAL MCP Server Claim 1
Enables interaction with TIDAL music streaming service through 27 tools for sea…
B 70 55 60 82 24 81 93
7806
whbfxy
Enables fetching, searching, and summarizing WeChat public account articles thr…
B 70 54 72 61 N/A 33 90 84
7807
st3v
Enables creation, management, and scheduling of Garmin Connect workouts from na…
B 70 55 82 41 45 81 98
7808
potato-castle
Mono Memory MCP Claim
A self-hosted MCP server that provides AI assistants with a shared, persistent …
B 70 54 66 43 48 92 99
7809
pyang2045
TWSE MCP Server Claim
Provides real-time access to Taiwan Stock Exchange market data, financial repor…
B 70 55 88 91 30 81 39
7810
godlewis
Enables LLMs to interact with ZenTao project management system, supporting proj…
B 70 55 72 77 28 81 82
7811
ranveer0323
Allows Claude and other MCP clients to access real-time and historical stock ma…
B 70 55 70 63 43 81 88
7812
livoras
A client-server browser automation solution that reduces HTML token usage by up…
B 70 55 72 67 28 81 90
7813
arslankhanali
Enables interaction with Apple Notes on macOS through AppleScript, allowing use…
B 70 55 54 74 N/A 26 95 94
7814
gemyago
Enables interaction with Bitbucket through the Model Context Protocol, allowing…
B 70 55 80 71 67 81 43
7815
vfa-khuongdv
Redmine MCP Server Claim 1
Enables AI agents to interact with Redmine API for managing tickets, projects, …
B 70 54 63 70 54 75 88
7816
fnf-deepHeading
Provides secure, read-only access to Snowflake databases through the Model Cont…
B 70 55 76 40 57 81 94
7817
Scofieldkoh
Todoist MCP Claim
Enables LLMs to interact with Todoist task management platform through its API,…
B 70 55 60 61 49 81 100
7818
recursivesquircle
Enables AI agents to manage a file-backed ticketing system directly within a lo…
B 70 54 78 57 N/A 30 89 85
7819
CursorTouch
Android-MCP Claim
MCP Server for interacting with Android Devices.
B 70 54 68 33 N/A 58 95 99
7820
amornpan
Model Context Protocol server that provides seamless access to Google Calendar …
B 70 55 78 72 15 81 90
7821
cap5192
Enables management and monitoring of Cisco Meraki networks, including device op…
B 70 55 78 66 21 81 93
7822
kukapay
token-revoke-mcp Claim 1
An MCP server for checking and revoking ERC-20 token allowances across multiple…
B 70 55 57 73 43 76 98
7823
JamesANZ
memory-mcp Claim 1
An MCP server that stores and retrieves memories from multiple LLMs using Mongo…
B 70 54 55 58 N/A 52 92 92
7824
JacerOmri
OpenAPI MCP Server Claim
A command-line tool that transforms any OpenAPI service into a Model Context Pr…
B 70 55 88 67 50 81 52
7825
mytechnotalent
An AI-driven MCP server that autonomously interfaces with Malware Bazaar, deliv…
B 70 54 64 42 55 95 94
7826
amcharts
amcharts5 Claim
On-demand access to amCharts 5 docs, code examples, and API reference
B 70 54 60 56 N/A 39 92 100
7827
LeomaiaJr
WOL MCP Server Claim
Provides read-only access to the Watchtower Online Library (WOL) with advanced …
B 70 55 76 51 53 82 84
7828
genieincodebottle
rag-app-on-aws Claim
Build and deploy a full-stack RAG app on AWS with Terraform, using free tier Ge…
B 70 54 70 46 N/A 47 89 94
7829
vrtornisiello
mcp-camara Claim 1
An MCP server that provides access to the Brazilian Chamber of Deputies open da…
B 70 55 63 57 47 83 98
7830
Omniscience-Labs
OMNI-MQTT-MCP Claim
Enables AI assistants to publish and subscribe to MQTT topics with configurable…
B 70 55 62 82 26 81 90
7831
klei30
mcp-google-sheets Claim
B 70 54 72 41 N/A 45 90 98
7832
consigcody94
Pythia MCP Claim 3
An MCP server that interfaces with the Lilith library to analyze Higgs boson ph…
B 70 55 81 82 57 78 43
7833
0x4m4
hexstrike-ai Claim
HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, …
B 70 54 94 26 N/A 51 87 85
7834
bobmatnyc
A cloud-based vector memory service that provides AI assistants with persistent…
B 70 55 78 43 45 81 97
7835
PraneshASP
foundry-mcp-server Claim
An experimental MCP Server for foundry built for Solidity devs
B 70 55 66 58 N/A 54 81 91
7836
morphik-org
Morphik MCP Claim
Enables interaction with the Morphik multi-modal database system for document i…
B 70 55 60 72 33 81 98
7837
raysker
axon-research Claim
AI agent ecosystem research, DeFi analysis, and market research tools
B 70 55 78 91 N/A 29 95 37
7838
avarant
A server that enables vector and keyword search capabilities in Typesense datab…
B 70 55 74 52 41 80 98
7839
Magic-Sauce
Enables generation of various chart types (bar, line, pie, radar, etc.) using Q…
B 70 55 94 82 42 81 32
7840
Caue397
Enables LLMs to read, create, and manage Google Calendar events through a stand…
B 70 55 78 75 20 77 87
7841
daekeun-ml
Translates PowerPoint presentations while preserving formatting using Amazon Be…
B 70 55 72 36 70 81 93
7842
aviveldan
Datagov Israel MCP Claim
MCP for Data.gov.il Israeli Government Data
B 70 55 74 35 65 81 96
7843
TauqeerAhmad5201
Docker MCP Server Claim 1
Enables natural language interaction with Docker commands and operations. Suppo…
B 70 55 72 100 N/A 25 95 39
7844
jskorlol
Creates compact skeleton representations of large JSON files by preserving stru…
B 70 55 78 91 27 81 55
7845
yanmxa
Prometheus MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to query Prometheus …
B 70 55 73 82 41 81 63
7846
keithah
Gumroad MCP Server Claim
Enables AI assistants to access Gumroad sales data, subscription information, a…
B 70 55 66 65 30 81 99
7847
JaxonDigital
Enables AI assistants to manage Optimizely DXP deployments through natural lang…
B 70 55 54 82 51 81 80
7848
truaxki
MCP Notes Server Claim 2
An MCP server for managing and persisting notes, offering CRUD operations, note…
B 70 55 79 47 34 82 100
7849
takiAA
Twitter MCP Server Claim 1
Provides tools for interacting with Twitter to retrieve tweets by ID and post n…
B 70 55 78 63 17 81 95
7850
hetpatel-11
Supermemory MCP Claim 1
An MCP server that enables users to visualize Supermemory document data as an i…
B 70 55 51 75 48 80 94
Showing 7801–7850 of 67197 servers
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