MCP Server Quality Scores

Independent quality analysis of 33449 public MCP servers

33449
Discovered
26363
Scored
1627
Verified
16957
Complete

Last updated 0 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7551
dandalgatov
A Cloudflare Workers server that extends a traditional full-stack TODO applicat…
B 70 54 54 62 N/A 44 90 100
7552
PlayAINetwork
HyperEVM MCP Claim
Enables AI agents to interact with HyperLend protocol and Kittenswap DEX on Hyp…
B 70 55 72 57 47 77 93
7553
LucaDeLeo
Connects AI assistants to Amazing Marvin for comprehensive task management, inc…
B 70 55 66 77 24 81 94
7554
chris-enea
Enables text manipulation in Adobe InDesign documents via Claude Desktop by pro…
B 70 54 78 48 N/A 16 95 98
7555
christian561
A TypeScript-based MCP server that enables LLM agents to interact with Gel data…
B 70 55 78 61 24 81 95
7556
adityaldy
LPDP MCP Server Claim 1
Enables users to query information about LPDP scholarship financial disbursemen…
B 70 55 84 50 26 82 97
7557
reverb256
Enables AI assistants to generate videos from text prompts and images by interf…
B 70 55 82 58 27 81 91
7558
ibm-ecm
Enables AI agents to interact with IBM FileNet Content Manager for document and…
B 70 55 78 36 73 81 86
7559
630156145
A JavaScript ES Modules server that provides weather information including aler…
B 70 55 68 72 43 80 80
7560
ashcastelinocs124
MCP Router Claim
Automatically selects the optimal LLM model for each task in Cursor IDE by anal…
B 70 55 72 67 29 80 93
7561
Vladim8rr2
imessage-mcp Claim
A read-only MCP server for macOS that enables users to search through iMessage …
B 70 54 60 51 N/A 61 92 89
7562
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
7563
suthio
Redash MCP Server Claim 1
Model Context Protocol (MCP) server that integrates Redash with AI assistants l…
B 70 55 84 62 61 80 57
7564
589411
Notion MCP Server Claim
Enables interaction with Notion workspaces through the Notion API. Provides too…
B 70 55 84 60 26 81 85
7565
daekeun-ml
Translates PowerPoint presentations while preserving formatting using Amazon Be…
B 70 55 72 36 70 81 93
7566
mimsut
MCP Kkebi Claim 1
A framework for building interactive UI applications and React-based widgets fo…
B 70 55 72 55 54 78 88
7567
leehanchung
bing-search-mcp Claim
Web search capabilities using Microsoft Bing Search API
B 70 55 72 46 46 82 100
7568
bjornhovd
Enables control and monitoring of SmartThings smart home devices through natura…
B 70 55 68 72 19 81 98
7569
justanotherspy
MCP Agent Memory Claim 1
A production-ready MCP server that enables multiple AI agents to collaborate th…
B 70 54 60 67 N/A 23 90 100
7570
Shirshak-dugtal
Provides real-time Indian stock market analysis, including live price tracking,…
B 70 55 84 48 25 82 100
7571
dohyung1
x402-fpl-api Claim
Personalized Fantasy Premier League intelligence — scored captain picks, transf…
B 70 54 72 27 N/A 64 95 96
7572
descope-sample-apps
Descope MCP Server Claim
Enables interaction with Descope's Management APIs to search audit logs and use…
B 70 55 60 70 43 81 92
7573
lewisvoncken
Playwright MCP Claim 1
A Model Context Protocol server that provides browser automation capabilities u…
B 70 55 65 55 57 80 95
7574
jskorlol
Creates compact skeleton representations of large JSON files by preserving stru…
B 70 55 78 91 27 81 55
7575
JosueSay
Enables validation and PDF rendering of Guatemalan FEL invoices from XML files.…
B 70 54 72 57 N/A 21 95 95
7576
Guepard-Corp
guepard-mcp-server Claim
B 70 54 78 61 N/A 25 84 88
7577
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
7578
parmarjh
Converts various file formats (PDF, Word, PowerPoint, Excel, images, audio, HTM…
B 70 55 60 68 42 82 94
7579
cppmyjob
Provides structured task planning and tracking capabilities with 40 tools for m…
B 70 55 54 82 N/A 32 95 78
7580
kbhuw
Enables serving and querying documentation with AI capabilities, allowing users…
B 70 55 78 43 44 81 99
7581
breez
Breez MCP Server Claim
Enables Lightning Network wallet operations through the Breez SDK, allowing use…
B 70 55 66 72 20 81 99
7582
ganpare
Enables text-to-speech synthesis and voice cloning through GPT-SoVITS API integ…
B 70 55 84 61 16 82 92
7583
Chase-Bullock
A server implementation that allows AI models to interact with Jira through the…
B 70 55 78 73 15 81 89
7584
glenngunnarsson-spp
Enables AI assistants to interact with Jira by executing commands through the A…
B 70 54 78 52 N/A 30 84 97
7585
o6-webwork
Connects local LLMs to external tools (calculator, knowledge base) via MCP prot…
B 70 55 66 65 41 76 100
7586
seandavi
OLS MCP Server Claim
Provides reliable access to the Ontology Lookup Service (OLS) API, enabling AI …
B 70 55 72 82 N/A 25 95 59
7587
wallacetju
Stock Data MCP Server Claim 3
Provides comprehensive stock market data across US, Hong Kong, and Chinese mark…
B 70 55 84 91 28 82 44
7588
roandegraaf
lordicon-mcp Claim 1
An MCP server that allows AI agents to search, preview, and generate embed code…
B 70 55 45 75 48 81 100
7589
swairshah
Zotero MCP Server Claim
A server that enables MCP clients like Anthropic Claude App to interact with lo…
B 70 54 78 41 N/A 45 88 94
7590
limosa-io
SCIM MCP Server Claim 1
An MCP server that connects to SCIM 2.0 APIs, enabling MCP clients to manage SC…
B 70 55 57 71 48 81 94
7591
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
7592
jagjerez-org
Enables AI-driven 3D model generation and manipulation using OpenSCAD through n…
B 70 54 66 56 N/A 33 90 98
7593
zellerhaus
A Model Context Protocol server that provides access to property data, address …
B 70 55 57 66 43 81 99
7594
Meerkats-Ai
Prospeo MCP Server Claim 1
A Model Context Protocol server that integrates with Prospeo API to find work e…
B 70 55 69 71 20 80 99
7595
maven81g
Enables real-time trading and market data access through TradeStation's API. Su…
B 70 55 66 71 23 81 97
7596
harshkedia177
Axon Claim 1
A graph-powered code intelligence engine that indexes codebases into a structur…
B 70 54 60 41 N/A 63 94 96
7597
radup
MCP Sigmund Claim
Enables AI assistants to analyze personal financial data from Open Banking sour…
B 70 55 66 67 47 81 87
7598
eoinjordan
GB Studio MCP Server Claim 1
Create and modify GB Studio projects with MCP tools for scenes, actors, assets,…
B 70 54 88 56 N/A 55 83 61
7599
bfrs
Enables interaction with Shiprocket shipping services to check courier rates an…
B 70 54 54 67 N/A 29 95 97
7600
mohsin-zaheer
n8n-MCP Claim 1
An MCP server that provides AI assistants with access to documentation, schemas…
B 70 55 69 46 62 80 96
Showing 7551–7600 of 33449 servers
« Prev 1 150 151 152 153 154 669 Next »