MCP Server Quality Scores

Independent quality analysis of 69052 public MCP servers

69052
Discovered
→
33772
Scored
→
2112
Verified
→
16953
Complete

Last updated 5 hours, 35 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61751
joshmsimpson
Enables reading, writing, and removing metadata from over 150 file formats usin…
— ○ ⏳ — N/A N/A — — —
61752
balajifunny
A lightweight, extensible MCP server for Splunk Enterprise that enables secure,…
— ○ ⏳ — — — — — —
61753
sjgant80-hub
MCP server for foldkit that exposes the 7-prime spine, 7 κ-bands, and 6 fold op…
— ○ ⏳ — N/A N/A — — —
61754
JigsawStack
Convert Speech to Text using JigsawStack's AI Models.
— ○ ⏳ — N/A N/A — 95 —
61755
anuj754
MCP server providing seamless integration with Instagram's Graph API for busine…
— ○ ⏳ — — — — — —
61756
steuerboard
MCP server for the Steuerboard API, enabling interaction with Steuerboard servi…
— ○ ⏳ — N/A N/A — — —
61757
r-kitaev
An MCP server for Jira that enables comprehensive issue management, sprint oper…
— ○ ⏳ — — — — — —
61758
Jau-app
Provides persistent memory capabilities for AI assistants, enabling storage, re…
— ○ ⏳ — — — — — —
61759
henfrydls
An MCP server that connects Actual Budget to Claude, enabling users to manage b…
— ○ ⏳ — N/A N/A — — —
61760
djtellado
AI workbench for financial contract analysis, risk analytics (VaR/CVaR, RWA Bas…
— ○ ⏳ — — — — — —
61761
Joint-Photon-Sciences-Institute
MCP server that wraps xraylarch for X-ray spectroscopy analysis, enabling loadi…
— ○ ⏳ — N/A N/A — — —
61762
aaronspring
Enables semantic search over Jimdo help documentation to find relevant informat…
— ○ ⏳ — — — — — —
61763
Tairon-ai
Enables interaction with the Sonic blockchain including wallet management, toke…
— ○ ⏳ — — — — — —
61764
matematicsolutions
cz-eli-mcp Claim
Enables searching and retrieving Czech legal acts from the e-Sbirka database vi…
— ○ ⏳ — N/A N/A — — —
61765 — ○ ⏳ — N/A N/A — 95 —
61766
TRINITY-21
Enables AI assistants to accept payments, verify transactions, and manage custo…
— ○ ⏳ — — — — — —
61767
vishnuweb-a
MongoDB MCP Claim
A MongoDB MCP Server that allows AI agents and MCP clients to interact with Mon…
— ○ ⏳ — N/A N/A — — —
61768
jaykim429
report-mcp Claim
Enables filling uploaded document templates (DOCX/HWP/HWPX/PDF) with chatbot-ge…
— ○ ⏳ — — — — — —
61769
fastmcp-me
Enables searching and retrieving content from Grokipedia, with tools for page l…
— ○ ⏳ — — — — — —
61770
l4b4r4b4b4
A production-ready MCP server for YouTube integration with intelligent caching.…
— ○ ⏳ — — — — — —
61771
Bellaposa
Enables real-time aircraft tracking from Claude Desktop using the airplanes.liv…
— ○ ⏳ — — — — — —
61772
kikuovo
A local MCP server for low-token co-reading: import a book, split it into chapt…
— ○ ⏳ — — — — — —
61773
wyre-technology
MCP server for SpamTitan email security — manage quarantine, allowlists, blockl…
— ○ ⏳ — — — — — —
61774
cloud9-labs
A Model Context Protocol (MCP) server that provides AI assistants with full acc…
— ○ ⏳ — N/A N/A — — —
61775
knorq-ai
A local MCP server for reading and editing Word (.docx) documents with 33 tools…
— ○ ⏳ — N/A N/A — — —
61776
chntif
An MCP server for issue-driven GitLab development, automating requirement analy…
— ○ ⏳ — — — — — —
61777
nexgendata-apify
Bring sports data into an AI workflow without writing four ESPN scrapers. Usefu…
— ○ ⏳ — — — — 81 —
61778
The-Focus-AI
Enables natural language interaction with Plausible Analytics data to query tra…
— ○ ⏳ — — — — — —
61779
mechreaper007x
ClipACanvas Claim
Render HTML/CSS/JS/SVG animations into high-quality MP4 videos. Exposes render …
— ○ ⏳ — — — — — —
61780
seanparsons
filechanger Claim
Convert documents between text formats (markdown, html, and more) via the FileC…
— ○ ⏳ — N/A N/A — — —
61781
leedonwoo2827-ship-it
text2img-mcp Claim
Creates AI-generated images from text prompts using Google Gemini API, supporti…
— ○ ⏳ — N/A N/A — — —
61782
kimhjort
Fetches Danish news from DR's RSS feeds, including national, topical, and regio…
— ○ ⏳ — — — — — —
61783
hslee16
Archy Claim
Architectural sensor for Python codebases. Scores structural health (modularity…
— ○ ⏳ — N/A N/A — — —
61784
jicoing
Extracts rich metadata from images including EXIF, GPS, IPTC, and XMP, with x40…
— ○ ⏳ — — — — — —
61785
oni-chan69
Enables efficient analysis of large codebases using Claude Code and Kimi K2.5 t…
— ○ ⏳ — N/A N/A — — —
61786
ps-copilot-sandbox
Enables querying a curated book database using MCP tools to retrieve basic or d…
— ○ ⏳ — N/A N/A — — —
61787
leszini
Enables Claude to make and manage real phone calls through Twilio, allowing it …
— ○ ⏳ — N/A N/A — — —
61788
open-pgx
openpgx Claim
Enables AI-driven pharmacogenomic analysis by querying structured genetic varia…
— ○ ⏳ — — — — — —
61789
sjgant80-hub
fallpx-mcp Claim
MCP server for foldkit — exposes the 7-prime spine, 7 κ-bands, and 6 fold opera…
— ○ ⏳ — N/A N/A — — —
61790
NautilusOSS
UluCoreMCP Claim
Low-level blockchain interface MCP server for Algorand and Voi networks, provid…
— ○ ⏳ — — — — — —
61791
opedrenyo
MCP server that connects Claude Desktop to Google Gemini, enabling multimodal a…
— ○ ⏳ — N/A N/A — — —
61792
ojimpo
otp-mcp Claim
Enables querying self-hosted OpenTripPlanner for accurate transit routes via MC…
— ○ ⏳ — — — — — —
61793
galatanovidiu
Enables WordPress content management (posts, metadata, taxonomies, Gutenberg bl…
— ○ ⏳ — — — — — —
61794
Faust-Donf
A boilerplate for building local Node.js MCP servers that integrate with ChatGP…
— ○ ⏳ — N/A N/A — — —
61795
Tasktivity
git-receipts Claim
An MCP server that captures the rationale behind code changes at the moment the…
— ○ ⏳ — N/A N/A — — —
61796
asharca
ocr-mcp Claim
Enables document OCR processing via OcrPlane APIs, supporting document parsing,…
— ○ ⏳ — — — — — —
61797
ghensley
Provides circuit simulation capabilities via MCP, enabling creation, simulation…
— ○ ⏳ — N/A N/A — — —
61798
Elkhn
sap-hana-mcp Claim
An MCP server for SAP HANA that enables listing tables, columns, running SQL qu…
— ○ ⏳ — — — — — —
61799
Pastarafian
VegaMCP Claim
A production-grade MCP server providing an autonomous AI agent swarm, persisten…
— ○ ⏳ — N/A N/A — — —
61800
DesignbyFahad
A privacy-first MCP server with 176+ local utilities including calculators, con…
— ○ ⏳ — N/A N/A — — —
Showing 61751–61800 of 69052 servers