MCP Server Quality Scores

Independent quality analysis of 44549 public MCP servers

44549
Discovered
29501
Scored
2112
Verified
16952
Complete

Last updated 51 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2951
ah-oh
handbook Claim 1
MCP server for the Handbook API – manage handbook entries via CRUD, overview an…
B 77 55 51 100 N/A 51 83 100
2952
hithereiamaliff
Typebot MCP Server Claim
Enables interaction with Typebot's REST API to create, manage, publish, and cha…
B 77 55 88 70 41 81 95
2953
Eis4TY
SymPy Sandbox MCP Claim
A secure mathematical computation sandbox that enables LLMs to perform symbolic…
B 77 54 78 65 51 95 91
2954
RPGMais
n8n MCP Server Claim
The most complete MCP server for n8n — 43 tools for workflows, data tables, and…
B 77 55 78 82 N/A 52 83 85
2955
eyalzh
browser-control-mcp Claim 1
An MCP server paired with a browser extension that enables LLM clients to contr…
B 77 54 57 71 N/A 73 90 100
2956
sanjaynela
House Rules Claim
Provides reusable AI assistant behavior rules as prompts and automatic git repo…
B 77 55 90 100 N/A 27 95 53
2957
crazyrabbitLTC
MCP Etherscan Server Claim 2
Facilitates interaction with Ethereum blockchain data via Etherscan's API, prov…
B 77 55 94 62 38 82 100
2958
luarss
openroad-mcp Claim
A Model Context Protocol (MCP) server that provides tools for interacting with …
B 77 54 72 58 N/A 73 92 93
2959
2b3pro
markdown2pdf-mcp Claim 2
An MCP server for converting Markdown documents to PDF files.
B 77 54 71 63 N/A 67 89 94
2960
bh-rat
mcp-db Claim
Session and event store for MCP server, also allows distributed coordination be…
B 77 54 90 58 N/A 40 95 90
2961
laudoluxDev
lawtasksai-mcp Claim
200+ AI-powered legal research and drafting skills for attorneys — case law ana…
B 77 44 65 N/A N/A 44 95 99
2962
mikeapp
Provides tools to fetch IIIF manifests and retrieve specific image regions or s…
B 77 55 94 100 56 81 41
2963
KaliStudent
Printer MCP Server Claim
Provides comprehensive enterprise printer information including specifications,…
B 77 54 94 55 N/A 34 95 96
2964
Infisical
Infisical MCP Server Claim 1
A Model Context Protocol server that enables interaction with Infisical APIs fo…
B 77 55 71 70 66 81 99
2965
SeanMcLoughlin
mcp-vcd Claim 1
Provide all changes of the specified signal name to the model's context. This i…
B 77 54 90 56 N/A 52 89 92
2966
Platano78
Faulkner DB Claim 1
A temporal knowledge graph system that enables users to record and query archit…
B 77 55 90 56 74 76 89
2967
ngc-shj
Ollama MCP Server Claim 1
A bridge that enables Claude Code to interact with local Ollama instances for t…
B 77 55 90 100 50 82 48
2968
mamertofabian
mcp-everything-search Claim 1
Fast Windows file search using Everything SDK
B 77 54 84 58 N/A 63 90 88
2969
kiennd
Facilitate dynamic and reflective problem-solving through a structured thinking…
B 77 54 80 65 N/A 50 88 95
2970
SaraHan774
Enables the management of a technical terminology glossary within an Obsidian v…
B 77 55 84 100 N/A 24 90 68
2971
Cyreslab-AI
Satellite Tracking MCP Server
B 77 55 84 75 40 81 95
2972
pc035860
Scratchpad MCP Claim 1
Enables shared scratchpad functionality for Claude Code sub-agents with full-te…
B 77 55 90 100 N/A 53 90 38
2973
NyxToolsDev
Cross-session memory for Claude Code — context capture, semantic search, recall
B 77 44 67 N/A N/A 41 95 97
2974
ikoskela
wisepanel-mcp Claim
Multi-agent deliberation with divergent context enhancement. Roles are dynamica…
B 77 54 90 61 50 83 94
2975
Memphora
Memphora Claim
Add persistent memory to AI assistants. Store and recall info across conversati…
B 77 54 90 68 N/A 42 81 96
2976
cuongtl1992
A Model Context Protocol (MCP) server implementation that integrates with Unlea…
B 77 55 84 62 57 81 95
2977
jmcdice
Provides access to the Superpowers skills library - expert-crafted workflows an…
B 77 55 86 100 N/A 39 95 46
2978
nnemirovsky
iwdp-mcp Claim
iOS Safari debugging via ios-webkit-debug-proxy — MCP server with full WebKit I…
B 77 54 72 50 N/A 73 95 99
2979
softerist
heuristic-mcp Claim 1
Enhanced MCP server for semantic code search with call-graph proximity, recency…
B 77 54 94 31 N/A 73 87 99
2980
Mnehmos
arXiv MCP Server Claim 1
Enables searching and retrieving academic papers from arXiv by various criteria…
B 77 55 96 100 48 81 45
2981
firsthalfhero
Enables AI assistants to interact with OpenProject installations for comprehens…
B 77 55 96 73 18 80 99
2982
irev
Provides intelligent OCR and PDF processing capabilities that automatically det…
B 77 55 92 56 58 80 94
2983
elminson
TOON MCP Server Claim
Enables users to convert structured data into Token-Oriented Object Notation (T…
B 77 55 90 60 58 80 91
2984
cloudbring
Run NRQL, NerdGraph, and REST v2 operations to query data, manage incidents, cr…
B 77 55 90 46 76 81 95
2985
elchika-inc
Enables AI assistants to fetch comprehensive information about Maven packages f…
B 77 55 90 75 24 83 99
2986
ruslanmv
Enables AI agents to clone entire websites, download files, manage authenticati…
B 77 55 96 43 71 81 92
2987
jdesl55
A local-first security system for autonomous AI agents that provides tools for …
B 77 54 78 67 N/A 53 92 90
2988
CodePlayData
A TypeScript wrapper library for the Model Context Protocol SDK that provides a…
B 77 54 90 50 N/A 39 95 100
2989
NigelThorne
Enables inspection and querying of Firestore data and Cloud Function logs withi…
B 77 55 78 82 N/A 27 95 90
2990
bsmi021
Chain of Draft Server is a powerful AI-driven tool that helps developers make b…
B 77 54 84 60 N/A 52 92 90
2991
loopiezlol
runescape-wiki-mcp Claim
B 77 54 84 57 N/A 46 92 98
2992
xhiroga
Blender MCP Senpai Claim
Enables AI assistants to analyze Blender 3D models for topology issues like n-g…
B 77 54 72 63 N/A 66 95 91
2993
NightTrek
Enables integration of Google search functionality into MCP-enabled application…
B 77 55 94 75 26 81 91
2994
persistenceOne
bridgekitty Claim
Cross-chain bridge aggregator — compares LI.FI, deBridge, Relay, Across & more …
B 77 54 72 72 N/A 70 81 92
2995
junetic
mcp-usercall Claim
Run real user interviews from AI agents and retrieve structured insights with t…
B 77 55 70 72 72 82 88
2996
ashenud
MySQL MCP Server Claim 1
Enables connecting to and querying MySQL databases directly from Cursor IDE, wi…
B 77 55 84 100 47 81 58
2997
swadegeiger1
word-mcp Claim 2
Enables reading, creating, and appending content to Microsoft Word (.docx) file…
B 77 55 90 100 N/A 47 90 42
2998
Limecooler
Extracts YouTube video metadata and transcripts without requiring API keys, ena…
B 77 55 96 100 53 81 39
2999
CryptoAPIs-io
mcp-market-data Claim 2
MCP server for cryptocurrency asset prices, exchange rates, and market metadata…
B 77 66 81 76 89 42 74 89
3000
brunoprela
Enables AI assistants to interact with TimescaleDB time-series databases throug…
B 77 55 84 61 62 81 96
Showing 2951–3000 of 44549 servers
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